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u-faizan/README.md

Hi, I'm Umar Faizan 👋

AI Developer & Voice AI Engineer | LLM Agents & LangChain | MLOps

Building production-ready Voice AI, LLM agent workflows, and automated MLOps pipelines

LinkedInGmailGitHub


🎯 About Me

BSAI Graduate (CGPA 3.61/4.00) from NUML Islamabad and AI Developer Intern at Poshnee Tech. Specializing in real-time Voice AI systems (Twilio Voice API, Whisper ASR), Autonomous LLM Agents (LangChain / LangGraph), and Production MLOps pipelines (Docker, AWS, CI/CD).

Recently secured 🥉 3rd Place at the Algoryc OpenHome AI Hackathon by building Panic Emergency Protocol, an open-source Voice AI smart home emergency responder using the Twilio Voice API. Passionate about engineering end-to-end Python & FastAPI backends that bridge AI models into scalable applications.

Core Technical Focus:

  • 🎙️ Voice AI & Telephony: Twilio Voice API, Whisper ASR, Real-time WebSockets, STT/TTS Pipelines
  • 🔗 LLM Agents & RAG: LangChain, LangGraph, RAG (ChromaDB), OpenAI, Groq, DeepSeek APIs
  • ⚙️ MLOps & Infrastructure: Docker, AWS (S3, ECR, EC2), GitHub Actions CI/CD, DVC, MLflow
  • 🐍 Full-Stack Integration: Python, FastAPI, RESTful APIs, WebSockets, Streamlit, HTML5/CSS3/JS

💼 Experience & Leadership

AI Developer Intern | Poshnee Tech | Apr 2026 – Present

  • Engineering custom LLM Assistants, AI customer training platforms with configurable personas, and FastAPI REST backends in Agile production teams.

Data Science Intern | 10Pearls Pakistan (Remote) | Dec 2025 – Feb 2026

  • Developed real-time Air Quality Index (AQI) forecasting ML system (82% accuracy) using environmental telemetry streams.
  • Built automated daily model retraining pipelines with GitHub Actions, Docker containers, and MongoDB Atlas, reducing deployment cycles by 70%.

Section Leader (Teaching Assistant) | Stanford University (Code in Place) (Remote) | Apr 2026 – Jun 2026

  • Mentored international students in Python coding syntax, runtime debugging, and systematic problem solving in weekly interactive labs.

🛠️ Tech Stack

Languages & Backend

AI, Machine Learning & LLMs

OpenAILangChainHugging Face

MLOps, Cloud & Databases

Specialized Tools & Libraries

  • Voice AI & Speech: Twilio Voice API, Whisper ASR, WebSockets, ElevenLabs / Coqui TTS
  • LLM & Agent Frameworks: LangChain, LangGraph, RAG, ChromaDB Vector Store, Prompt Engineering
  • MLOps: DVC, MLflow, GitHub Actions CI/CD, MongoDB Atlas
  • Data & Interfaces: Scikit-Learn, Pandas, NumPy, Streamlit, Pydantic, REST APIs

🚀 Featured Projects

🚨 Panic Emergency Protocol — OpenHome Voice AI Ability

🥉 3rd Place Winner @ Algoryc OpenHome AI Hackathon | Python, Twilio Voice API, OpenHome SDK, LLMs

  • Built open-source Voice AI smart home safety Ability integrating Twilio Voice API with OpenHome ecosystem.
  • Implemented covert silent alarms for security threats (distress call dispatched via normal home phrases) and interactive LLM emergency guidance loops for fire/medical crises.

OpenHome Platform

🎙️ EchoVerse — AI Voice & Language Learning Platform

Final Year Project | Python, Whisper ASR, LLMs, LangChain, TTS, FastAPI

  • Full-stack AI-powered language learning app combining interactive lessons with real-time conversational AI features.
  • Integrates GPU-accelerated Whisper speech recognition (ASR), LLM dialogue generation, and TTS playback for real-time structural pronunciation grading.

View CodeVideo Demo

🚗 Vehicle Insurance Cross-Sell — MLOps Pipeline

MLOps & Cloud DevOps | Python, FastAPI, MongoDB Atlas, Docker, AWS, GitHub Actions

  • Production 6-stage ML pipeline predicting customer cross-sell interest on 380K+ records.
  • Implemented automated CI/CD using GitHub Actions, AWS ECR container registry, S3 model versioning, and EC2 deployment.

View Code

📊 DataChat Pro — AI SQL Assistant

NLP to SQL | Python, LangChain, ChromaDB RAG, Streamlit

  • Natural language to SQL database querying system powered by LangChain and OpenAI.
  • Interactive chat interface with automated Streamlit analytics chart visualizations.

View CodeLive Demo

📑 NextGen Resume ATS Analyzer

AI ATS Parser | DeepSeek, Streamlit, PDF Plumber

  • ATS-compliant CV evaluation system calculating match scores against job descriptions using DeepSeek LLM.

View CodeLive Demo


🎓 Education

  • Bachelor of Science in Artificial Intelligence (BSAI)(2022 – Jan 2026)
    National University of Modern Languages (NUML), Islamabad | CGPA: 3.61/4.00
  • Intermediate (Pre-Medical)(2018 – 2021)
    Punjab College, Mailsi | 96%
  • Matriculation(2016 – 2018)
    Government High School, Mailsi | 92%

📜 Certifications

  • Machine Learning Specialization — Stanford University (Andrew Ng)
  • Deep Learning Specialization — DeepLearning.AI (Andrew Ng)
  • Oracle Cloud Infrastructure 2025 AI Foundations Associate — Oracle University
  • Generative AI Course with LangChain & HuggingFace — Krish Naik (Udemy)
  • Google Soft Skills Program — Google Career Certificates

📊 GitHub Stats

Umar's GitHub Stats

GitHub Streak

Top Languages


Let's build intelligent AI & Voice solutions together!

PortfolioLinkedInEmail

Pinned Loading

  1. DataChat-Pro---AI-SQL-AssistantDataChat-Pro---AI-SQL-AssistantPublic

    🧠 Transform natural language into SQL queries with AI. Chat with your database using plain English - no SQL knowledge required. Features interactive visualizations, smart query suggestions, databas…

    Python 2

  2. Movies-RecommendationMovies-RecommendationPublic

    A comprehensive exploration of movie recommendation algorithms, featuring three distinct approaches from traditional machine learning to cutting-edge AI. This repository demonstrates the evolution …

    Jupyter Notebook 1

  3. Pearls-AQI-PredictorPearls-AQI-PredictorPublic

    End-to-end ML pipeline for 3-day Air Quality Index (AQI) forecasting with automated data collection, feature engineering, and real-time predictions via web dashboard.

    Jupyter Notebook

  4. spam-detection-mlops-pipelinespam-detection-mlops-pipelinePublic

    End-to-end MLOps pipeline for NLP-based spam detection using Python, DVC, and AWS S3 with experiment tracking and reproducible workflows.

    Jupyter Notebook

  5. r-zeeshan/echoverse-v2r-zeeshan/echoverse-v2Public

    EchoVerse is an AI-powered English learning app for children aged 6-12, built with Flutter and Firebase. It combines interactive lessons (alphabet, stories, games) with real-time AI conversation fe…

    Dart 2 1

  6. vehicle-insurance-mlops-pipelinevehicle-insurance-mlops-pipelinePublic

    A production-grade end-to-end MLOps pipeline for vehicle insurance prediction, covering data ingestion, model training, experiment tracking, containerized deployment, and cloud-based serving.

    Jupyter Notebook

, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Add copy buttons to all
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}
} catch(__e) { console.warn('[Userscript:Add Copy Buttons to Code Blocks]', __e); }
})();
(function(){
try {
var __m = "github.com";
var __re = new RegExp('^' + "github\\.com" + '
Skip to content
View u-faizan's full-sized avatar
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  • 20:07 (UTC +05:00)
  • LinkedInin/u-faizan

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u-faizan/README.md

Hi, I'm Umar Faizan 👋

AI Developer & Voice AI Engineer | LLM Agents & LangChain | MLOps

Building production-ready Voice AI, LLM agent workflows, and automated MLOps pipelines

LinkedInGmailGitHub


🎯 About Me

BSAI Graduate (CGPA 3.61/4.00) from NUML Islamabad and AI Developer Intern at Poshnee Tech. Specializing in real-time Voice AI systems (Twilio Voice API, Whisper ASR), Autonomous LLM Agents (LangChain / LangGraph), and Production MLOps pipelines (Docker, AWS, CI/CD).

Recently secured 🥉 3rd Place at the Algoryc OpenHome AI Hackathon by building Panic Emergency Protocol, an open-source Voice AI smart home emergency responder using the Twilio Voice API. Passionate about engineering end-to-end Python & FastAPI backends that bridge AI models into scalable applications.

Core Technical Focus:

  • 🎙️ Voice AI & Telephony: Twilio Voice API, Whisper ASR, Real-time WebSockets, STT/TTS Pipelines
  • 🔗 LLM Agents & RAG: LangChain, LangGraph, RAG (ChromaDB), OpenAI, Groq, DeepSeek APIs
  • ⚙️ MLOps & Infrastructure: Docker, AWS (S3, ECR, EC2), GitHub Actions CI/CD, DVC, MLflow
  • 🐍 Full-Stack Integration: Python, FastAPI, RESTful APIs, WebSockets, Streamlit, HTML5/CSS3/JS

💼 Experience & Leadership

AI Developer Intern | Poshnee Tech | Apr 2026 – Present

  • Engineering custom LLM Assistants, AI customer training platforms with configurable personas, and FastAPI REST backends in Agile production teams.

Data Science Intern | 10Pearls Pakistan (Remote) | Dec 2025 – Feb 2026

  • Developed real-time Air Quality Index (AQI) forecasting ML system (82% accuracy) using environmental telemetry streams.
  • Built automated daily model retraining pipelines with GitHub Actions, Docker containers, and MongoDB Atlas, reducing deployment cycles by 70%.

Section Leader (Teaching Assistant) | Stanford University (Code in Place) (Remote) | Apr 2026 – Jun 2026

  • Mentored international students in Python coding syntax, runtime debugging, and systematic problem solving in weekly interactive labs.

🛠️ Tech Stack

Languages & Backend

AI, Machine Learning & LLMs

OpenAILangChainHugging Face

MLOps, Cloud & Databases

Specialized Tools & Libraries

  • Voice AI & Speech: Twilio Voice API, Whisper ASR, WebSockets, ElevenLabs / Coqui TTS
  • LLM & Agent Frameworks: LangChain, LangGraph, RAG, ChromaDB Vector Store, Prompt Engineering
  • MLOps: DVC, MLflow, GitHub Actions CI/CD, MongoDB Atlas
  • Data & Interfaces: Scikit-Learn, Pandas, NumPy, Streamlit, Pydantic, REST APIs

🚀 Featured Projects

🚨 Panic Emergency Protocol — OpenHome Voice AI Ability

🥉 3rd Place Winner @ Algoryc OpenHome AI Hackathon | Python, Twilio Voice API, OpenHome SDK, LLMs

  • Built open-source Voice AI smart home safety Ability integrating Twilio Voice API with OpenHome ecosystem.
  • Implemented covert silent alarms for security threats (distress call dispatched via normal home phrases) and interactive LLM emergency guidance loops for fire/medical crises.

OpenHome Platform

🎙️ EchoVerse — AI Voice & Language Learning Platform

Final Year Project | Python, Whisper ASR, LLMs, LangChain, TTS, FastAPI

  • Full-stack AI-powered language learning app combining interactive lessons with real-time conversational AI features.
  • Integrates GPU-accelerated Whisper speech recognition (ASR), LLM dialogue generation, and TTS playback for real-time structural pronunciation grading.

View CodeVideo Demo

🚗 Vehicle Insurance Cross-Sell — MLOps Pipeline

MLOps & Cloud DevOps | Python, FastAPI, MongoDB Atlas, Docker, AWS, GitHub Actions

  • Production 6-stage ML pipeline predicting customer cross-sell interest on 380K+ records.
  • Implemented automated CI/CD using GitHub Actions, AWS ECR container registry, S3 model versioning, and EC2 deployment.

View Code

📊 DataChat Pro — AI SQL Assistant

NLP to SQL | Python, LangChain, ChromaDB RAG, Streamlit

  • Natural language to SQL database querying system powered by LangChain and OpenAI.
  • Interactive chat interface with automated Streamlit analytics chart visualizations.

View CodeLive Demo

📑 NextGen Resume ATS Analyzer

AI ATS Parser | DeepSeek, Streamlit, PDF Plumber

  • ATS-compliant CV evaluation system calculating match scores against job descriptions using DeepSeek LLM.

View CodeLive Demo


🎓 Education

  • Bachelor of Science in Artificial Intelligence (BSAI)(2022 – Jan 2026)
    National University of Modern Languages (NUML), Islamabad | CGPA: 3.61/4.00
  • Intermediate (Pre-Medical)(2018 – 2021)
    Punjab College, Mailsi | 96%
  • Matriculation(2016 – 2018)
    Government High School, Mailsi | 92%

📜 Certifications

  • Machine Learning Specialization — Stanford University (Andrew Ng)
  • Deep Learning Specialization — DeepLearning.AI (Andrew Ng)
  • Oracle Cloud Infrastructure 2025 AI Foundations Associate — Oracle University
  • Generative AI Course with LangChain & HuggingFace — Krish Naik (Udemy)
  • Google Soft Skills Program — Google Career Certificates

📊 GitHub Stats

Umar's GitHub Stats

GitHub Streak

Top Languages


Let's build intelligent AI & Voice solutions together!

PortfolioLinkedInEmail

Pinned Loading

  1. DataChat-Pro---AI-SQL-AssistantDataChat-Pro---AI-SQL-AssistantPublic

    🧠 Transform natural language into SQL queries with AI. Chat with your database using plain English - no SQL knowledge required. Features interactive visualizations, smart query suggestions, databas…

    Python 2

  2. Movies-RecommendationMovies-RecommendationPublic

    A comprehensive exploration of movie recommendation algorithms, featuring three distinct approaches from traditional machine learning to cutting-edge AI. This repository demonstrates the evolution …

    Jupyter Notebook 1

  3. Pearls-AQI-PredictorPearls-AQI-PredictorPublic

    End-to-end ML pipeline for 3-day Air Quality Index (AQI) forecasting with automated data collection, feature engineering, and real-time predictions via web dashboard.

    Jupyter Notebook

  4. spam-detection-mlops-pipelinespam-detection-mlops-pipelinePublic

    End-to-end MLOps pipeline for NLP-based spam detection using Python, DVC, and AWS S3 with experiment tracking and reproducible workflows.

    Jupyter Notebook

  5. r-zeeshan/echoverse-v2r-zeeshan/echoverse-v2Public

    EchoVerse is an AI-powered English learning app for children aged 6-12, built with Flutter and Firebase. It combines interactive lessons (alphabet, stories, games) with real-time AI conversation fe…

    Dart 2 1

  6. vehicle-insurance-mlops-pipelinevehicle-insurance-mlops-pipelinePublic

    A production-grade end-to-end MLOps pipeline for vehicle insurance prediction, covering data ingestion, model training, experiment tracking, containerized deployment, and cloud-based serving.

    Jupyter Notebook

, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Force GitHub README to respect dark mode\n(function() {\n var style = document.createElement('style');\n style.textContent = '\n .markdown-body {\n color-scheme: dark light;\n }\n .markdown-body pre { background: #161b22 !important; }\n .markdown-body code { background: rgba(110, 118, 129, 0.4) !important; }\n .markdown-body table th, .markdown-body table td { border-color: #30363d !important; }\n .markdown-body img { background: #0d1117; }\n .markdown-body blockquote { border-left-color: #8b949e; }\n .markdown-body hr { border-color: #30363d; }\n ';\n document.head.appendChild(style);\n})();", "GitHub Dark Mode README Fix"); } } catch(__e) { console.warn('[Userscript:GitHub Dark Mode README Fix]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
Skip to content
View u-faizan's full-sized avatar
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  • 20:07 (UTC +05:00)
  • LinkedInin/u-faizan

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u-faizan/README.md

Hi, I'm Umar Faizan 👋

AI Developer & Voice AI Engineer | LLM Agents & LangChain | MLOps

Building production-ready Voice AI, LLM agent workflows, and automated MLOps pipelines

LinkedInGmailGitHub


🎯 About Me

BSAI Graduate (CGPA 3.61/4.00) from NUML Islamabad and AI Developer Intern at Poshnee Tech. Specializing in real-time Voice AI systems (Twilio Voice API, Whisper ASR), Autonomous LLM Agents (LangChain / LangGraph), and Production MLOps pipelines (Docker, AWS, CI/CD).

Recently secured 🥉 3rd Place at the Algoryc OpenHome AI Hackathon by building Panic Emergency Protocol, an open-source Voice AI smart home emergency responder using the Twilio Voice API. Passionate about engineering end-to-end Python & FastAPI backends that bridge AI models into scalable applications.

Core Technical Focus:

  • 🎙️ Voice AI & Telephony: Twilio Voice API, Whisper ASR, Real-time WebSockets, STT/TTS Pipelines
  • 🔗 LLM Agents & RAG: LangChain, LangGraph, RAG (ChromaDB), OpenAI, Groq, DeepSeek APIs
  • ⚙️ MLOps & Infrastructure: Docker, AWS (S3, ECR, EC2), GitHub Actions CI/CD, DVC, MLflow
  • 🐍 Full-Stack Integration: Python, FastAPI, RESTful APIs, WebSockets, Streamlit, HTML5/CSS3/JS

💼 Experience & Leadership

AI Developer Intern | Poshnee Tech | Apr 2026 – Present

  • Engineering custom LLM Assistants, AI customer training platforms with configurable personas, and FastAPI REST backends in Agile production teams.

Data Science Intern | 10Pearls Pakistan (Remote) | Dec 2025 – Feb 2026

  • Developed real-time Air Quality Index (AQI) forecasting ML system (82% accuracy) using environmental telemetry streams.
  • Built automated daily model retraining pipelines with GitHub Actions, Docker containers, and MongoDB Atlas, reducing deployment cycles by 70%.

Section Leader (Teaching Assistant) | Stanford University (Code in Place) (Remote) | Apr 2026 – Jun 2026

  • Mentored international students in Python coding syntax, runtime debugging, and systematic problem solving in weekly interactive labs.

🛠️ Tech Stack

Languages & Backend

AI, Machine Learning & LLMs

OpenAILangChainHugging Face

MLOps, Cloud & Databases

Specialized Tools & Libraries

  • Voice AI & Speech: Twilio Voice API, Whisper ASR, WebSockets, ElevenLabs / Coqui TTS
  • LLM & Agent Frameworks: LangChain, LangGraph, RAG, ChromaDB Vector Store, Prompt Engineering
  • MLOps: DVC, MLflow, GitHub Actions CI/CD, MongoDB Atlas
  • Data & Interfaces: Scikit-Learn, Pandas, NumPy, Streamlit, Pydantic, REST APIs

🚀 Featured Projects

🚨 Panic Emergency Protocol — OpenHome Voice AI Ability

🥉 3rd Place Winner @ Algoryc OpenHome AI Hackathon | Python, Twilio Voice API, OpenHome SDK, LLMs

  • Built open-source Voice AI smart home safety Ability integrating Twilio Voice API with OpenHome ecosystem.
  • Implemented covert silent alarms for security threats (distress call dispatched via normal home phrases) and interactive LLM emergency guidance loops for fire/medical crises.

OpenHome Platform

🎙️ EchoVerse — AI Voice & Language Learning Platform

Final Year Project | Python, Whisper ASR, LLMs, LangChain, TTS, FastAPI

  • Full-stack AI-powered language learning app combining interactive lessons with real-time conversational AI features.
  • Integrates GPU-accelerated Whisper speech recognition (ASR), LLM dialogue generation, and TTS playback for real-time structural pronunciation grading.

View CodeVideo Demo

🚗 Vehicle Insurance Cross-Sell — MLOps Pipeline

MLOps & Cloud DevOps | Python, FastAPI, MongoDB Atlas, Docker, AWS, GitHub Actions

  • Production 6-stage ML pipeline predicting customer cross-sell interest on 380K+ records.
  • Implemented automated CI/CD using GitHub Actions, AWS ECR container registry, S3 model versioning, and EC2 deployment.

View Code

📊 DataChat Pro — AI SQL Assistant

NLP to SQL | Python, LangChain, ChromaDB RAG, Streamlit

  • Natural language to SQL database querying system powered by LangChain and OpenAI.
  • Interactive chat interface with automated Streamlit analytics chart visualizations.

View CodeLive Demo

📑 NextGen Resume ATS Analyzer

AI ATS Parser | DeepSeek, Streamlit, PDF Plumber

  • ATS-compliant CV evaluation system calculating match scores against job descriptions using DeepSeek LLM.

View CodeLive Demo


🎓 Education

  • Bachelor of Science in Artificial Intelligence (BSAI)(2022 – Jan 2026)
    National University of Modern Languages (NUML), Islamabad | CGPA: 3.61/4.00
  • Intermediate (Pre-Medical)(2018 – 2021)
    Punjab College, Mailsi | 96%
  • Matriculation(2016 – 2018)
    Government High School, Mailsi | 92%

📜 Certifications

  • Machine Learning Specialization — Stanford University (Andrew Ng)
  • Deep Learning Specialization — DeepLearning.AI (Andrew Ng)
  • Oracle Cloud Infrastructure 2025 AI Foundations Associate — Oracle University
  • Generative AI Course with LangChain & HuggingFace — Krish Naik (Udemy)
  • Google Soft Skills Program — Google Career Certificates

📊 GitHub Stats

Umar's GitHub Stats

GitHub Streak

Top Languages


Let's build intelligent AI & Voice solutions together!

PortfolioLinkedInEmail

Pinned Loading

  1. DataChat-Pro---AI-SQL-AssistantDataChat-Pro---AI-SQL-AssistantPublic

    🧠 Transform natural language into SQL queries with AI. Chat with your database using plain English - no SQL knowledge required. Features interactive visualizations, smart query suggestions, databas…

    Python 2

  2. Movies-RecommendationMovies-RecommendationPublic

    A comprehensive exploration of movie recommendation algorithms, featuring three distinct approaches from traditional machine learning to cutting-edge AI. This repository demonstrates the evolution …

    Jupyter Notebook 1

  3. Pearls-AQI-PredictorPearls-AQI-PredictorPublic

    End-to-end ML pipeline for 3-day Air Quality Index (AQI) forecasting with automated data collection, feature engineering, and real-time predictions via web dashboard.

    Jupyter Notebook

  4. spam-detection-mlops-pipelinespam-detection-mlops-pipelinePublic

    End-to-end MLOps pipeline for NLP-based spam detection using Python, DVC, and AWS S3 with experiment tracking and reproducible workflows.

    Jupyter Notebook

  5. r-zeeshan/echoverse-v2r-zeeshan/echoverse-v2Public

    EchoVerse is an AI-powered English learning app for children aged 6-12, built with Flutter and Firebase. It combines interactive lessons (alphabet, stories, games) with real-time AI conversation fe…

    Dart 2 1

  6. vehicle-insurance-mlops-pipelinevehicle-insurance-mlops-pipelinePublic

    A production-grade end-to-end MLOps pipeline for vehicle insurance prediction, covering data ingestion, model training, experiment tracking, containerized deployment, and cloud-based serving.

    Jupyter Notebook

, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Highlight search terms from Google/DuckDuckGo/Bing referrer\n(function() {\n var ref = document.referrer;\n var terms = [];\n \n if (ref.includes('google.com') || ref.includes('duckduckgo.com') || ref.includes('bing.com')) {\n var url = new URL(ref);\n var q = url.searchParams.get('q') || url.searchParams.get('p');\n if (q) {\n terms = q.split(/\\s+/).filter(function(t) { return t.length > 2; });\n }\n }\n \n if (terms.length === 0) return;\n \n var style = document.createElement('style');\n style.textContent = '.userscript-highlight { background: #fbbf24; color: #1a1a2e; padding: 1px 3px; border-radius: 2px; }';\n document.head.appendChild(style);\n \n function highlight(node) {\n if (node.nodeType === 3) { // text node\n var text = node.textContent;\n var found = false;\n terms.forEach(function(term) {\n var regex = new RegExp('(' + term.replace(/[.*+?^${}()|[\\]\\\\]/g, '\\\\') + ')', 'gi');\n if (regex.test(text)) {\n found = true;\n var frag = document.createDocumentFragment();\n var parts = text.split(regex);\n parts.forEach(function(part, i) {\n if (i % 2 === 0) {\n frag.appendChild(document.createTextNode(part));\n } else {\n var span = document.createElement('span');\n span.className = 'userscript-highlight';\n span.textContent = part;\n frag.appendChild(span);\n }\n });\n node.parentNode.replaceChild(frag, node);\n }\n });\n } else if (node.nodeType === 1 && node.childNodes) { // element\n var skipTags = ['SCRIPT', 'STYLE', 'NOSCRIPT', 'TEXTAREA', 'INPUT', 'SELECT'];\n if (!skipTags.includes(node.tagName)) {\n Array.from(node.childNodes).forEach(highlight);\n }\n }\n }\n \n highlight(document.body);\n \n // Re-highlight on dynamic content\n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1 || node.nodeType === 3) highlight(node);\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Highlight Search Terms"); } } catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
Skip to content
View u-faizan's full-sized avatar
  • Islamabad,Pakistan
  • 20:07 (UTC +05:00)
  • LinkedInin/u-faizan

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  • Pro

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u-faizan/README.md

Hi, I'm Umar Faizan 👋

AI Developer & Voice AI Engineer | LLM Agents & LangChain | MLOps

Building production-ready Voice AI, LLM agent workflows, and automated MLOps pipelines

LinkedInGmailGitHub


🎯 About Me

BSAI Graduate (CGPA 3.61/4.00) from NUML Islamabad and AI Developer Intern at Poshnee Tech. Specializing in real-time Voice AI systems (Twilio Voice API, Whisper ASR), Autonomous LLM Agents (LangChain / LangGraph), and Production MLOps pipelines (Docker, AWS, CI/CD).

Recently secured 🥉 3rd Place at the Algoryc OpenHome AI Hackathon by building Panic Emergency Protocol, an open-source Voice AI smart home emergency responder using the Twilio Voice API. Passionate about engineering end-to-end Python & FastAPI backends that bridge AI models into scalable applications.

Core Technical Focus:

  • 🎙️ Voice AI & Telephony: Twilio Voice API, Whisper ASR, Real-time WebSockets, STT/TTS Pipelines
  • 🔗 LLM Agents & RAG: LangChain, LangGraph, RAG (ChromaDB), OpenAI, Groq, DeepSeek APIs
  • ⚙️ MLOps & Infrastructure: Docker, AWS (S3, ECR, EC2), GitHub Actions CI/CD, DVC, MLflow
  • 🐍 Full-Stack Integration: Python, FastAPI, RESTful APIs, WebSockets, Streamlit, HTML5/CSS3/JS

💼 Experience & Leadership

AI Developer Intern | Poshnee Tech | Apr 2026 – Present

  • Engineering custom LLM Assistants, AI customer training platforms with configurable personas, and FastAPI REST backends in Agile production teams.

Data Science Intern | 10Pearls Pakistan (Remote) | Dec 2025 – Feb 2026

  • Developed real-time Air Quality Index (AQI) forecasting ML system (82% accuracy) using environmental telemetry streams.
  • Built automated daily model retraining pipelines with GitHub Actions, Docker containers, and MongoDB Atlas, reducing deployment cycles by 70%.

Section Leader (Teaching Assistant) | Stanford University (Code in Place) (Remote) | Apr 2026 – Jun 2026

  • Mentored international students in Python coding syntax, runtime debugging, and systematic problem solving in weekly interactive labs.

🛠️ Tech Stack

Languages & Backend

AI, Machine Learning & LLMs

OpenAILangChainHugging Face

MLOps, Cloud & Databases

Specialized Tools & Libraries

  • Voice AI & Speech: Twilio Voice API, Whisper ASR, WebSockets, ElevenLabs / Coqui TTS
  • LLM & Agent Frameworks: LangChain, LangGraph, RAG, ChromaDB Vector Store, Prompt Engineering
  • MLOps: DVC, MLflow, GitHub Actions CI/CD, MongoDB Atlas
  • Data & Interfaces: Scikit-Learn, Pandas, NumPy, Streamlit, Pydantic, REST APIs

🚀 Featured Projects

🚨 Panic Emergency Protocol — OpenHome Voice AI Ability

🥉 3rd Place Winner @ Algoryc OpenHome AI Hackathon | Python, Twilio Voice API, OpenHome SDK, LLMs

  • Built open-source Voice AI smart home safety Ability integrating Twilio Voice API with OpenHome ecosystem.
  • Implemented covert silent alarms for security threats (distress call dispatched via normal home phrases) and interactive LLM emergency guidance loops for fire/medical crises.

OpenHome Platform

🎙️ EchoVerse — AI Voice & Language Learning Platform

Final Year Project | Python, Whisper ASR, LLMs, LangChain, TTS, FastAPI

  • Full-stack AI-powered language learning app combining interactive lessons with real-time conversational AI features.
  • Integrates GPU-accelerated Whisper speech recognition (ASR), LLM dialogue generation, and TTS playback for real-time structural pronunciation grading.

View CodeVideo Demo

🚗 Vehicle Insurance Cross-Sell — MLOps Pipeline

MLOps & Cloud DevOps | Python, FastAPI, MongoDB Atlas, Docker, AWS, GitHub Actions

  • Production 6-stage ML pipeline predicting customer cross-sell interest on 380K+ records.
  • Implemented automated CI/CD using GitHub Actions, AWS ECR container registry, S3 model versioning, and EC2 deployment.

View Code

📊 DataChat Pro — AI SQL Assistant

NLP to SQL | Python, LangChain, ChromaDB RAG, Streamlit

  • Natural language to SQL database querying system powered by LangChain and OpenAI.
  • Interactive chat interface with automated Streamlit analytics chart visualizations.

View CodeLive Demo

📑 NextGen Resume ATS Analyzer

AI ATS Parser | DeepSeek, Streamlit, PDF Plumber

  • ATS-compliant CV evaluation system calculating match scores against job descriptions using DeepSeek LLM.

View CodeLive Demo


🎓 Education

  • Bachelor of Science in Artificial Intelligence (BSAI)(2022 – Jan 2026)
    National University of Modern Languages (NUML), Islamabad | CGPA: 3.61/4.00
  • Intermediate (Pre-Medical)(2018 – 2021)
    Punjab College, Mailsi | 96%
  • Matriculation(2016 – 2018)
    Government High School, Mailsi | 92%

📜 Certifications

  • Machine Learning Specialization — Stanford University (Andrew Ng)
  • Deep Learning Specialization — DeepLearning.AI (Andrew Ng)
  • Oracle Cloud Infrastructure 2025 AI Foundations Associate — Oracle University
  • Generative AI Course with LangChain & HuggingFace — Krish Naik (Udemy)
  • Google Soft Skills Program — Google Career Certificates

📊 GitHub Stats

Umar's GitHub Stats

GitHub Streak

Top Languages


Let's build intelligent AI & Voice solutions together!

PortfolioLinkedInEmail

Pinned Loading

  1. DataChat-Pro---AI-SQL-AssistantDataChat-Pro---AI-SQL-AssistantPublic

    🧠 Transform natural language into SQL queries with AI. Chat with your database using plain English - no SQL knowledge required. Features interactive visualizations, smart query suggestions, databas…

    Python 2

  2. Movies-RecommendationMovies-RecommendationPublic

    A comprehensive exploration of movie recommendation algorithms, featuring three distinct approaches from traditional machine learning to cutting-edge AI. This repository demonstrates the evolution …

    Jupyter Notebook 1

  3. Pearls-AQI-PredictorPearls-AQI-PredictorPublic

    End-to-end ML pipeline for 3-day Air Quality Index (AQI) forecasting with automated data collection, feature engineering, and real-time predictions via web dashboard.

    Jupyter Notebook

  4. spam-detection-mlops-pipelinespam-detection-mlops-pipelinePublic

    End-to-end MLOps pipeline for NLP-based spam detection using Python, DVC, and AWS S3 with experiment tracking and reproducible workflows.

    Jupyter Notebook

  5. r-zeeshan/echoverse-v2r-zeeshan/echoverse-v2Public

    EchoVerse is an AI-powered English learning app for children aged 6-12, built with Flutter and Firebase. It combines interactive lessons (alphabet, stories, games) with real-time AI conversation fe…

    Dart 2 1

  6. vehicle-insurance-mlops-pipelinevehicle-insurance-mlops-pipelinePublic

    A production-grade end-to-end MLOps pipeline for vehicle insurance prediction, covering data ingestion, model training, experiment tracking, containerized deployment, and cloud-based serving.

    Jupyter Notebook

, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Strip utm_, fbclid, gclid, etc. from all links on page\n(function() {\n var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content',\n 'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid',\n 'ref', 'ref_src', 'source', 'medium', 'campaign'];\n \n function cleanUrl(url) {\n try {\n var u = new URL(url, window.location.origin);\n var changed = false;\n trackingParams.forEach(function(p) {\n if (u.searchParams.has(p)) {\n u.searchParams.delete(p);\n changed = true;\n }\n });\n return changed ? u.toString() : url;\n } catch (e) {\n return url;\n }\n }\n \n function cleanLinks() {\n document.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n \n cleanLinks();\n \n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1) {\n if (node.tagName === 'A') cleanLinks();\n node.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Remove Tracking Parameters from Links"); } } catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); } })(); (function(){ try { var __m = "youtube.com"; var __re = new RegExp('^' + "youtube\\.com" + '
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u-faizan/README.md

Hi, I'm Umar Faizan 👋

AI Developer & Voice AI Engineer | LLM Agents & LangChain | MLOps

Building production-ready Voice AI, LLM agent workflows, and automated MLOps pipelines

LinkedInGmailGitHub


🎯 About Me

BSAI Graduate (CGPA 3.61/4.00) from NUML Islamabad and AI Developer Intern at Poshnee Tech. Specializing in real-time Voice AI systems (Twilio Voice API, Whisper ASR), Autonomous LLM Agents (LangChain / LangGraph), and Production MLOps pipelines (Docker, AWS, CI/CD).

Recently secured 🥉 3rd Place at the Algoryc OpenHome AI Hackathon by building Panic Emergency Protocol, an open-source Voice AI smart home emergency responder using the Twilio Voice API. Passionate about engineering end-to-end Python & FastAPI backends that bridge AI models into scalable applications.

Core Technical Focus:

  • 🎙️ Voice AI & Telephony: Twilio Voice API, Whisper ASR, Real-time WebSockets, STT/TTS Pipelines
  • 🔗 LLM Agents & RAG: LangChain, LangGraph, RAG (ChromaDB), OpenAI, Groq, DeepSeek APIs
  • ⚙️ MLOps & Infrastructure: Docker, AWS (S3, ECR, EC2), GitHub Actions CI/CD, DVC, MLflow
  • 🐍 Full-Stack Integration: Python, FastAPI, RESTful APIs, WebSockets, Streamlit, HTML5/CSS3/JS

💼 Experience & Leadership

AI Developer Intern | Poshnee Tech | Apr 2026 – Present

  • Engineering custom LLM Assistants, AI customer training platforms with configurable personas, and FastAPI REST backends in Agile production teams.

Data Science Intern | 10Pearls Pakistan (Remote) | Dec 2025 – Feb 2026

  • Developed real-time Air Quality Index (AQI) forecasting ML system (82% accuracy) using environmental telemetry streams.
  • Built automated daily model retraining pipelines with GitHub Actions, Docker containers, and MongoDB Atlas, reducing deployment cycles by 70%.

Section Leader (Teaching Assistant) | Stanford University (Code in Place) (Remote) | Apr 2026 – Jun 2026

  • Mentored international students in Python coding syntax, runtime debugging, and systematic problem solving in weekly interactive labs.

🛠️ Tech Stack

Languages & Backend

AI, Machine Learning & LLMs

OpenAILangChainHugging Face

MLOps, Cloud & Databases

Specialized Tools & Libraries

  • Voice AI & Speech: Twilio Voice API, Whisper ASR, WebSockets, ElevenLabs / Coqui TTS
  • LLM & Agent Frameworks: LangChain, LangGraph, RAG, ChromaDB Vector Store, Prompt Engineering
  • MLOps: DVC, MLflow, GitHub Actions CI/CD, MongoDB Atlas
  • Data & Interfaces: Scikit-Learn, Pandas, NumPy, Streamlit, Pydantic, REST APIs

🚀 Featured Projects

🚨 Panic Emergency Protocol — OpenHome Voice AI Ability

🥉 3rd Place Winner @ Algoryc OpenHome AI Hackathon | Python, Twilio Voice API, OpenHome SDK, LLMs

  • Built open-source Voice AI smart home safety Ability integrating Twilio Voice API with OpenHome ecosystem.
  • Implemented covert silent alarms for security threats (distress call dispatched via normal home phrases) and interactive LLM emergency guidance loops for fire/medical crises.

OpenHome Platform

🎙️ EchoVerse — AI Voice & Language Learning Platform

Final Year Project | Python, Whisper ASR, LLMs, LangChain, TTS, FastAPI

  • Full-stack AI-powered language learning app combining interactive lessons with real-time conversational AI features.
  • Integrates GPU-accelerated Whisper speech recognition (ASR), LLM dialogue generation, and TTS playback for real-time structural pronunciation grading.

View CodeVideo Demo

🚗 Vehicle Insurance Cross-Sell — MLOps Pipeline

MLOps & Cloud DevOps | Python, FastAPI, MongoDB Atlas, Docker, AWS, GitHub Actions

  • Production 6-stage ML pipeline predicting customer cross-sell interest on 380K+ records.
  • Implemented automated CI/CD using GitHub Actions, AWS ECR container registry, S3 model versioning, and EC2 deployment.

View Code

📊 DataChat Pro — AI SQL Assistant

NLP to SQL | Python, LangChain, ChromaDB RAG, Streamlit

  • Natural language to SQL database querying system powered by LangChain and OpenAI.
  • Interactive chat interface with automated Streamlit analytics chart visualizations.

View CodeLive Demo

📑 NextGen Resume ATS Analyzer

AI ATS Parser | DeepSeek, Streamlit, PDF Plumber

  • ATS-compliant CV evaluation system calculating match scores against job descriptions using DeepSeek LLM.

View CodeLive Demo


🎓 Education

  • Bachelor of Science in Artificial Intelligence (BSAI)(2022 – Jan 2026)
    National University of Modern Languages (NUML), Islamabad | CGPA: 3.61/4.00
  • Intermediate (Pre-Medical)(2018 – 2021)
    Punjab College, Mailsi | 96%
  • Matriculation(2016 – 2018)
    Government High School, Mailsi | 92%

📜 Certifications

  • Machine Learning Specialization — Stanford University (Andrew Ng)
  • Deep Learning Specialization — DeepLearning.AI (Andrew Ng)
  • Oracle Cloud Infrastructure 2025 AI Foundations Associate — Oracle University
  • Generative AI Course with LangChain & HuggingFace — Krish Naik (Udemy)
  • Google Soft Skills Program — Google Career Certificates

📊 GitHub Stats

Umar's GitHub Stats

GitHub Streak

Top Languages


Let's build intelligent AI & Voice solutions together!

PortfolioLinkedInEmail

Pinned Loading

  1. DataChat-Pro---AI-SQL-AssistantDataChat-Pro---AI-SQL-AssistantPublic

    🧠 Transform natural language into SQL queries with AI. Chat with your database using plain English - no SQL knowledge required. Features interactive visualizations, smart query suggestions, databas…

    Python 2

  2. Movies-RecommendationMovies-RecommendationPublic

    A comprehensive exploration of movie recommendation algorithms, featuring three distinct approaches from traditional machine learning to cutting-edge AI. This repository demonstrates the evolution …

    Jupyter Notebook 1

  3. Pearls-AQI-PredictorPearls-AQI-PredictorPublic

    End-to-end ML pipeline for 3-day Air Quality Index (AQI) forecasting with automated data collection, feature engineering, and real-time predictions via web dashboard.

    Jupyter Notebook

  4. spam-detection-mlops-pipelinespam-detection-mlops-pipelinePublic

    End-to-end MLOps pipeline for NLP-based spam detection using Python, DVC, and AWS S3 with experiment tracking and reproducible workflows.

    Jupyter Notebook

  5. r-zeeshan/echoverse-v2r-zeeshan/echoverse-v2Public

    EchoVerse is an AI-powered English learning app for children aged 6-12, built with Flutter and Firebase. It combines interactive lessons (alphabet, stories, games) with real-time AI conversation fe…

    Dart 2 1

  6. vehicle-insurance-mlops-pipelinevehicle-insurance-mlops-pipelinePublic

    A production-grade end-to-end MLOps pipeline for vehicle insurance prediction, covering data ingestion, model training, experiment tracking, containerized deployment, and cloud-based serving.

    Jupyter Notebook

, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Auto-enable theater mode on YouTube\n(function() {\n function tryTheater() {\n var btn = document.querySelector('button[aria-label=\"Theater mode\"], ytd-player #player button[title=\"Theater mode\"]');\n if (btn && !btn.classList.contains('activated')) {\n btn.click();\n }\n }\n \n // Try immediately\n tryTheater();\n \n // Try after navigation (SPA)\n var lastUrl = location.href;\n setInterval(function() {\n if (location.href !== lastUrl) {\n lastUrl = location.href;\n setTimeout(tryTheater, 500);\n }\n }, 1000);\n \n // Also try on player load\n var observer = new MutationObserver(tryTheater);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "YouTube Theater Mode Default"); } } catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
Skip to content
View u-faizan's full-sized avatar
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  • LinkedInin/u-faizan

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u-faizan/README.md

Hi, I'm Umar Faizan 👋

AI Developer & Voice AI Engineer | LLM Agents & LangChain | MLOps

Building production-ready Voice AI, LLM agent workflows, and automated MLOps pipelines

LinkedInGmailGitHub


🎯 About Me

BSAI Graduate (CGPA 3.61/4.00) from NUML Islamabad and AI Developer Intern at Poshnee Tech. Specializing in real-time Voice AI systems (Twilio Voice API, Whisper ASR), Autonomous LLM Agents (LangChain / LangGraph), and Production MLOps pipelines (Docker, AWS, CI/CD).

Recently secured 🥉 3rd Place at the Algoryc OpenHome AI Hackathon by building Panic Emergency Protocol, an open-source Voice AI smart home emergency responder using the Twilio Voice API. Passionate about engineering end-to-end Python & FastAPI backends that bridge AI models into scalable applications.

Core Technical Focus:

  • 🎙️ Voice AI & Telephony: Twilio Voice API, Whisper ASR, Real-time WebSockets, STT/TTS Pipelines
  • 🔗 LLM Agents & RAG: LangChain, LangGraph, RAG (ChromaDB), OpenAI, Groq, DeepSeek APIs
  • ⚙️ MLOps & Infrastructure: Docker, AWS (S3, ECR, EC2), GitHub Actions CI/CD, DVC, MLflow
  • 🐍 Full-Stack Integration: Python, FastAPI, RESTful APIs, WebSockets, Streamlit, HTML5/CSS3/JS

💼 Experience & Leadership

AI Developer Intern | Poshnee Tech | Apr 2026 – Present

  • Engineering custom LLM Assistants, AI customer training platforms with configurable personas, and FastAPI REST backends in Agile production teams.

Data Science Intern | 10Pearls Pakistan (Remote) | Dec 2025 – Feb 2026

  • Developed real-time Air Quality Index (AQI) forecasting ML system (82% accuracy) using environmental telemetry streams.
  • Built automated daily model retraining pipelines with GitHub Actions, Docker containers, and MongoDB Atlas, reducing deployment cycles by 70%.

Section Leader (Teaching Assistant) | Stanford University (Code in Place) (Remote) | Apr 2026 – Jun 2026

  • Mentored international students in Python coding syntax, runtime debugging, and systematic problem solving in weekly interactive labs.

🛠️ Tech Stack

Languages & Backend

AI, Machine Learning & LLMs

OpenAILangChainHugging Face

MLOps, Cloud & Databases

Specialized Tools & Libraries

  • Voice AI & Speech: Twilio Voice API, Whisper ASR, WebSockets, ElevenLabs / Coqui TTS
  • LLM & Agent Frameworks: LangChain, LangGraph, RAG, ChromaDB Vector Store, Prompt Engineering
  • MLOps: DVC, MLflow, GitHub Actions CI/CD, MongoDB Atlas
  • Data & Interfaces: Scikit-Learn, Pandas, NumPy, Streamlit, Pydantic, REST APIs

🚀 Featured Projects

🚨 Panic Emergency Protocol — OpenHome Voice AI Ability

🥉 3rd Place Winner @ Algoryc OpenHome AI Hackathon | Python, Twilio Voice API, OpenHome SDK, LLMs

  • Built open-source Voice AI smart home safety Ability integrating Twilio Voice API with OpenHome ecosystem.
  • Implemented covert silent alarms for security threats (distress call dispatched via normal home phrases) and interactive LLM emergency guidance loops for fire/medical crises.

OpenHome Platform

🎙️ EchoVerse — AI Voice & Language Learning Platform

Final Year Project | Python, Whisper ASR, LLMs, LangChain, TTS, FastAPI

  • Full-stack AI-powered language learning app combining interactive lessons with real-time conversational AI features.
  • Integrates GPU-accelerated Whisper speech recognition (ASR), LLM dialogue generation, and TTS playback for real-time structural pronunciation grading.

View CodeVideo Demo

🚗 Vehicle Insurance Cross-Sell — MLOps Pipeline

MLOps & Cloud DevOps | Python, FastAPI, MongoDB Atlas, Docker, AWS, GitHub Actions

  • Production 6-stage ML pipeline predicting customer cross-sell interest on 380K+ records.
  • Implemented automated CI/CD using GitHub Actions, AWS ECR container registry, S3 model versioning, and EC2 deployment.

View Code

📊 DataChat Pro — AI SQL Assistant

NLP to SQL | Python, LangChain, ChromaDB RAG, Streamlit

  • Natural language to SQL database querying system powered by LangChain and OpenAI.
  • Interactive chat interface with automated Streamlit analytics chart visualizations.

View CodeLive Demo

📑 NextGen Resume ATS Analyzer

AI ATS Parser | DeepSeek, Streamlit, PDF Plumber

  • ATS-compliant CV evaluation system calculating match scores against job descriptions using DeepSeek LLM.

View CodeLive Demo


🎓 Education

  • Bachelor of Science in Artificial Intelligence (BSAI)(2022 – Jan 2026)
    National University of Modern Languages (NUML), Islamabad | CGPA: 3.61/4.00
  • Intermediate (Pre-Medical)(2018 – 2021)
    Punjab College, Mailsi | 96%
  • Matriculation(2016 – 2018)
    Government High School, Mailsi | 92%

📜 Certifications

  • Machine Learning Specialization — Stanford University (Andrew Ng)
  • Deep Learning Specialization — DeepLearning.AI (Andrew Ng)
  • Oracle Cloud Infrastructure 2025 AI Foundations Associate — Oracle University
  • Generative AI Course with LangChain & HuggingFace — Krish Naik (Udemy)
  • Google Soft Skills Program — Google Career Certificates

📊 GitHub Stats

Umar's GitHub Stats

GitHub Streak

Top Languages


Let's build intelligent AI & Voice solutions together!

PortfolioLinkedInEmail

Pinned Loading

  1. DataChat-Pro---AI-SQL-AssistantDataChat-Pro---AI-SQL-AssistantPublic

    🧠 Transform natural language into SQL queries with AI. Chat with your database using plain English - no SQL knowledge required. Features interactive visualizations, smart query suggestions, databas…

    Python 2

  2. Movies-RecommendationMovies-RecommendationPublic

    A comprehensive exploration of movie recommendation algorithms, featuring three distinct approaches from traditional machine learning to cutting-edge AI. This repository demonstrates the evolution …

    Jupyter Notebook 1

  3. Pearls-AQI-PredictorPearls-AQI-PredictorPublic

    End-to-end ML pipeline for 3-day Air Quality Index (AQI) forecasting with automated data collection, feature engineering, and real-time predictions via web dashboard.

    Jupyter Notebook

  4. spam-detection-mlops-pipelinespam-detection-mlops-pipelinePublic

    End-to-end MLOps pipeline for NLP-based spam detection using Python, DVC, and AWS S3 with experiment tracking and reproducible workflows.

    Jupyter Notebook

  5. r-zeeshan/echoverse-v2r-zeeshan/echoverse-v2Public

    EchoVerse is an AI-powered English learning app for children aged 6-12, built with Flutter and Firebase. It combines interactive lessons (alphabet, stories, games) with real-time AI conversation fe…

    Dart 2 1

  6. vehicle-insurance-mlops-pipelinevehicle-insurance-mlops-pipelinePublic

    A production-grade end-to-end MLOps pipeline for vehicle insurance prediction, covering data ingestion, model training, experiment tracking, containerized deployment, and cloud-based serving.

    Jupyter Notebook

, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Remove or un-stick sticky/fixed headers that block content\n(function() {\n function unstick() {\n document.querySelectorAll('header, nav, [role=\"banner\"], .header, .navbar, .sticky, .fixed-top, [style*=\"position: fixed\"], [style*=\"position:sticky\"]').forEach(function(el) {\n if (el.style.position === 'fixed' || el.style.position === 'sticky' || \n getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') {\n el.style.position = 'static';\n el.style.top = 'auto';\n el.style.zIndex = 'auto';\n }\n });\n }\n \n unstick();\n \n var observer = new MutationObserver(unstick);\n observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] });\n})();", "Kill Sticky Headers"); } } catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
Skip to content
View u-faizan's full-sized avatar
  • Islamabad,Pakistan
  • 20:07 (UTC +05:00)
  • LinkedInin/u-faizan

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u-faizan/README.md

Hi, I'm Umar Faizan 👋

AI Developer & Voice AI Engineer | LLM Agents & LangChain | MLOps

Building production-ready Voice AI, LLM agent workflows, and automated MLOps pipelines

LinkedInGmailGitHub


🎯 About Me

BSAI Graduate (CGPA 3.61/4.00) from NUML Islamabad and AI Developer Intern at Poshnee Tech. Specializing in real-time Voice AI systems (Twilio Voice API, Whisper ASR), Autonomous LLM Agents (LangChain / LangGraph), and Production MLOps pipelines (Docker, AWS, CI/CD).

Recently secured 🥉 3rd Place at the Algoryc OpenHome AI Hackathon by building Panic Emergency Protocol, an open-source Voice AI smart home emergency responder using the Twilio Voice API. Passionate about engineering end-to-end Python & FastAPI backends that bridge AI models into scalable applications.

Core Technical Focus:

  • 🎙️ Voice AI & Telephony: Twilio Voice API, Whisper ASR, Real-time WebSockets, STT/TTS Pipelines
  • 🔗 LLM Agents & RAG: LangChain, LangGraph, RAG (ChromaDB), OpenAI, Groq, DeepSeek APIs
  • ⚙️ MLOps & Infrastructure: Docker, AWS (S3, ECR, EC2), GitHub Actions CI/CD, DVC, MLflow
  • 🐍 Full-Stack Integration: Python, FastAPI, RESTful APIs, WebSockets, Streamlit, HTML5/CSS3/JS

💼 Experience & Leadership

AI Developer Intern | Poshnee Tech | Apr 2026 – Present

  • Engineering custom LLM Assistants, AI customer training platforms with configurable personas, and FastAPI REST backends in Agile production teams.

Data Science Intern | 10Pearls Pakistan (Remote) | Dec 2025 – Feb 2026

  • Developed real-time Air Quality Index (AQI) forecasting ML system (82% accuracy) using environmental telemetry streams.
  • Built automated daily model retraining pipelines with GitHub Actions, Docker containers, and MongoDB Atlas, reducing deployment cycles by 70%.

Section Leader (Teaching Assistant) | Stanford University (Code in Place) (Remote) | Apr 2026 – Jun 2026

  • Mentored international students in Python coding syntax, runtime debugging, and systematic problem solving in weekly interactive labs.

🛠️ Tech Stack

Languages & Backend

AI, Machine Learning & LLMs

OpenAILangChainHugging Face

MLOps, Cloud & Databases

Specialized Tools & Libraries

  • Voice AI & Speech: Twilio Voice API, Whisper ASR, WebSockets, ElevenLabs / Coqui TTS
  • LLM & Agent Frameworks: LangChain, LangGraph, RAG, ChromaDB Vector Store, Prompt Engineering
  • MLOps: DVC, MLflow, GitHub Actions CI/CD, MongoDB Atlas
  • Data & Interfaces: Scikit-Learn, Pandas, NumPy, Streamlit, Pydantic, REST APIs

🚀 Featured Projects

🚨 Panic Emergency Protocol — OpenHome Voice AI Ability

🥉 3rd Place Winner @ Algoryc OpenHome AI Hackathon | Python, Twilio Voice API, OpenHome SDK, LLMs

  • Built open-source Voice AI smart home safety Ability integrating Twilio Voice API with OpenHome ecosystem.
  • Implemented covert silent alarms for security threats (distress call dispatched via normal home phrases) and interactive LLM emergency guidance loops for fire/medical crises.

OpenHome Platform

🎙️ EchoVerse — AI Voice & Language Learning Platform

Final Year Project | Python, Whisper ASR, LLMs, LangChain, TTS, FastAPI

  • Full-stack AI-powered language learning app combining interactive lessons with real-time conversational AI features.
  • Integrates GPU-accelerated Whisper speech recognition (ASR), LLM dialogue generation, and TTS playback for real-time structural pronunciation grading.

View CodeVideo Demo

🚗 Vehicle Insurance Cross-Sell — MLOps Pipeline

MLOps & Cloud DevOps | Python, FastAPI, MongoDB Atlas, Docker, AWS, GitHub Actions

  • Production 6-stage ML pipeline predicting customer cross-sell interest on 380K+ records.
  • Implemented automated CI/CD using GitHub Actions, AWS ECR container registry, S3 model versioning, and EC2 deployment.

View Code

📊 DataChat Pro — AI SQL Assistant

NLP to SQL | Python, LangChain, ChromaDB RAG, Streamlit

  • Natural language to SQL database querying system powered by LangChain and OpenAI.
  • Interactive chat interface with automated Streamlit analytics chart visualizations.

View CodeLive Demo

📑 NextGen Resume ATS Analyzer

AI ATS Parser | DeepSeek, Streamlit, PDF Plumber

  • ATS-compliant CV evaluation system calculating match scores against job descriptions using DeepSeek LLM.

View CodeLive Demo


🎓 Education

  • Bachelor of Science in Artificial Intelligence (BSAI)(2022 – Jan 2026)
    National University of Modern Languages (NUML), Islamabad | CGPA: 3.61/4.00
  • Intermediate (Pre-Medical)(2018 – 2021)
    Punjab College, Mailsi | 96%
  • Matriculation(2016 – 2018)
    Government High School, Mailsi | 92%

📜 Certifications

  • Machine Learning Specialization — Stanford University (Andrew Ng)
  • Deep Learning Specialization — DeepLearning.AI (Andrew Ng)
  • Oracle Cloud Infrastructure 2025 AI Foundations Associate — Oracle University
  • Generative AI Course with LangChain & HuggingFace — Krish Naik (Udemy)
  • Google Soft Skills Program — Google Career Certificates

📊 GitHub Stats

Umar's GitHub Stats

GitHub Streak

Top Languages


Let's build intelligent AI & Voice solutions together!

PortfolioLinkedInEmail

Pinned Loading

  1. DataChat-Pro---AI-SQL-AssistantDataChat-Pro---AI-SQL-AssistantPublic

    🧠 Transform natural language into SQL queries with AI. Chat with your database using plain English - no SQL knowledge required. Features interactive visualizations, smart query suggestions, databas…

    Python 2

  2. Movies-RecommendationMovies-RecommendationPublic

    A comprehensive exploration of movie recommendation algorithms, featuring three distinct approaches from traditional machine learning to cutting-edge AI. This repository demonstrates the evolution …

    Jupyter Notebook 1

  3. Pearls-AQI-PredictorPearls-AQI-PredictorPublic

    End-to-end ML pipeline for 3-day Air Quality Index (AQI) forecasting with automated data collection, feature engineering, and real-time predictions via web dashboard.

    Jupyter Notebook

  4. spam-detection-mlops-pipelinespam-detection-mlops-pipelinePublic

    End-to-end MLOps pipeline for NLP-based spam detection using Python, DVC, and AWS S3 with experiment tracking and reproducible workflows.

    Jupyter Notebook

  5. r-zeeshan/echoverse-v2r-zeeshan/echoverse-v2Public

    EchoVerse is an AI-powered English learning app for children aged 6-12, built with Flutter and Firebase. It combines interactive lessons (alphabet, stories, games) with real-time AI conversation fe…

    Dart 2 1

  6. vehicle-insurance-mlops-pipelinevehicle-insurance-mlops-pipelinePublic

    A production-grade end-to-end MLOps pipeline for vehicle insurance prediction, covering data ingestion, model training, experiment tracking, containerized deployment, and cloud-based serving.

    Jupyter Notebook

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u-faizan/README.md

Hi, I'm Umar Faizan 👋

AI Developer & Voice AI Engineer | LLM Agents & LangChain | MLOps

Building production-ready Voice AI, LLM agent workflows, and automated MLOps pipelines

LinkedInGmailGitHub


🎯 About Me

BSAI Graduate (CGPA 3.61/4.00) from NUML Islamabad and AI Developer Intern at Poshnee Tech. Specializing in real-time Voice AI systems (Twilio Voice API, Whisper ASR), Autonomous LLM Agents (LangChain / LangGraph), and Production MLOps pipelines (Docker, AWS, CI/CD).

Recently secured 🥉 3rd Place at the Algoryc OpenHome AI Hackathon by building Panic Emergency Protocol, an open-source Voice AI smart home emergency responder using the Twilio Voice API. Passionate about engineering end-to-end Python & FastAPI backends that bridge AI models into scalable applications.

Core Technical Focus:

  • 🎙️ Voice AI & Telephony: Twilio Voice API, Whisper ASR, Real-time WebSockets, STT/TTS Pipelines
  • 🔗 LLM Agents & RAG: LangChain, LangGraph, RAG (ChromaDB), OpenAI, Groq, DeepSeek APIs
  • ⚙️ MLOps & Infrastructure: Docker, AWS (S3, ECR, EC2), GitHub Actions CI/CD, DVC, MLflow
  • 🐍 Full-Stack Integration: Python, FastAPI, RESTful APIs, WebSockets, Streamlit, HTML5/CSS3/JS

💼 Experience & Leadership

AI Developer Intern | Poshnee Tech | Apr 2026 – Present

  • Engineering custom LLM Assistants, AI customer training platforms with configurable personas, and FastAPI REST backends in Agile production teams.

Data Science Intern | 10Pearls Pakistan (Remote) | Dec 2025 – Feb 2026

  • Developed real-time Air Quality Index (AQI) forecasting ML system (82% accuracy) using environmental telemetry streams.
  • Built automated daily model retraining pipelines with GitHub Actions, Docker containers, and MongoDB Atlas, reducing deployment cycles by 70%.

Section Leader (Teaching Assistant) | Stanford University (Code in Place) (Remote) | Apr 2026 – Jun 2026

  • Mentored international students in Python coding syntax, runtime debugging, and systematic problem solving in weekly interactive labs.

🛠️ Tech Stack

Languages & Backend

AI, Machine Learning & LLMs

OpenAILangChainHugging Face

MLOps, Cloud & Databases

Specialized Tools & Libraries

  • Voice AI & Speech: Twilio Voice API, Whisper ASR, WebSockets, ElevenLabs / Coqui TTS
  • LLM & Agent Frameworks: LangChain, LangGraph, RAG, ChromaDB Vector Store, Prompt Engineering
  • MLOps: DVC, MLflow, GitHub Actions CI/CD, MongoDB Atlas
  • Data & Interfaces: Scikit-Learn, Pandas, NumPy, Streamlit, Pydantic, REST APIs

🚀 Featured Projects

🚨 Panic Emergency Protocol — OpenHome Voice AI Ability

🥉 3rd Place Winner @ Algoryc OpenHome AI Hackathon | Python, Twilio Voice API, OpenHome SDK, LLMs

  • Built open-source Voice AI smart home safety Ability integrating Twilio Voice API with OpenHome ecosystem.
  • Implemented covert silent alarms for security threats (distress call dispatched via normal home phrases) and interactive LLM emergency guidance loops for fire/medical crises.

OpenHome Platform

🎙️ EchoVerse — AI Voice & Language Learning Platform

Final Year Project | Python, Whisper ASR, LLMs, LangChain, TTS, FastAPI

  • Full-stack AI-powered language learning app combining interactive lessons with real-time conversational AI features.
  • Integrates GPU-accelerated Whisper speech recognition (ASR), LLM dialogue generation, and TTS playback for real-time structural pronunciation grading.

View CodeVideo Demo

🚗 Vehicle Insurance Cross-Sell — MLOps Pipeline

MLOps & Cloud DevOps | Python, FastAPI, MongoDB Atlas, Docker, AWS, GitHub Actions

  • Production 6-stage ML pipeline predicting customer cross-sell interest on 380K+ records.
  • Implemented automated CI/CD using GitHub Actions, AWS ECR container registry, S3 model versioning, and EC2 deployment.

View Code

📊 DataChat Pro — AI SQL Assistant

NLP to SQL | Python, LangChain, ChromaDB RAG, Streamlit

  • Natural language to SQL database querying system powered by LangChain and OpenAI.
  • Interactive chat interface with automated Streamlit analytics chart visualizations.

View CodeLive Demo

📑 NextGen Resume ATS Analyzer

AI ATS Parser | DeepSeek, Streamlit, PDF Plumber

  • ATS-compliant CV evaluation system calculating match scores against job descriptions using DeepSeek LLM.

View CodeLive Demo


🎓 Education

  • Bachelor of Science in Artificial Intelligence (BSAI)(2022 – Jan 2026)
    National University of Modern Languages (NUML), Islamabad | CGPA: 3.61/4.00
  • Intermediate (Pre-Medical)(2018 – 2021)
    Punjab College, Mailsi | 96%
  • Matriculation(2016 – 2018)
    Government High School, Mailsi | 92%

📜 Certifications

  • Machine Learning Specialization — Stanford University (Andrew Ng)
  • Deep Learning Specialization — DeepLearning.AI (Andrew Ng)
  • Oracle Cloud Infrastructure 2025 AI Foundations Associate — Oracle University
  • Generative AI Course with LangChain & HuggingFace — Krish Naik (Udemy)
  • Google Soft Skills Program — Google Career Certificates

📊 GitHub Stats

Umar's GitHub Stats

GitHub Streak

Top Languages


Let's build intelligent AI & Voice solutions together!

PortfolioLinkedInEmail

Pinned Loading

  1. DataChat-Pro---AI-SQL-AssistantDataChat-Pro---AI-SQL-AssistantPublic

    🧠 Transform natural language into SQL queries with AI. Chat with your database using plain English - no SQL knowledge required. Features interactive visualizations, smart query suggestions, databas…

    Python 2

  2. Movies-RecommendationMovies-RecommendationPublic

    A comprehensive exploration of movie recommendation algorithms, featuring three distinct approaches from traditional machine learning to cutting-edge AI. This repository demonstrates the evolution …

    Jupyter Notebook 1

  3. Pearls-AQI-PredictorPearls-AQI-PredictorPublic

    End-to-end ML pipeline for 3-day Air Quality Index (AQI) forecasting with automated data collection, feature engineering, and real-time predictions via web dashboard.

    Jupyter Notebook

  4. spam-detection-mlops-pipelinespam-detection-mlops-pipelinePublic

    End-to-end MLOps pipeline for NLP-based spam detection using Python, DVC, and AWS S3 with experiment tracking and reproducible workflows.

    Jupyter Notebook

  5. r-zeeshan/echoverse-v2r-zeeshan/echoverse-v2Public

    EchoVerse is an AI-powered English learning app for children aged 6-12, built with Flutter and Firebase. It combines interactive lessons (alphabet, stories, games) with real-time AI conversation fe…

    Dart 2 1

  6. vehicle-insurance-mlops-pipelinevehicle-insurance-mlops-pipelinePublic

    A production-grade end-to-end MLOps pipeline for vehicle insurance prediction, covering data ingestion, model training, experiment tracking, containerized deployment, and cloud-based serving.

    Jupyter Notebook