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mahsook3/README.md

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🧠 About Me

role: AI Specialist · Generative & Agentic AI Engineersecondary: Full Stack Developer (MERN) · UI/UX Designerfocus: Multi-Agent Systems, LLM Orchestration, Cloud-Native AI Applicationsmission: "Bridging cutting-edge AI research and real, production-ready software."

I'm an innovation-driven AI engineer specializing in Generative AI, Agentic AI, and Microsoft Azure, with an active R&D practice focused on turning experimental AI prototypes into production-grade systems. I design multi-agent architectures using frameworks like AutoGen and LangChain, and work hands-on with the Model Context Protocol (MCP) to build intelligent, tool-using AI agents.

Alongside AI, I bring strong secondary expertise as a MERN Stack developer and UI/UX designer — which means I don't just prototype AI models, I ship them as complete, user-centric products: from voice-first no-code builders to multilingual healthcare transcription platforms.

  • 🔭 Currently architecting scalable AI-driven applications on Microsoft Azure
  • 🤖 Deepening expertise in multi-agent orchestration and Agentic AI architecture
  • 🌐 Building full-stack products end-to-end — from Figma wireframe to deployed MERN app
  • 🏆 Recognized across 15+ hackathons, ideathons, and national challenges (IIT Hyderabad, Google, Amazon, and more)
  • 📜 Certified across the Microsoft, Google Cloud, and Oracle AI ecosystems
  • 💡 Career mission: build AI systems that are not just intelligent, but genuinely usable

⚙️ Tech Arsenal

🧬 AI / Machine Learning

PythonTensorFlowPyTorchscikit-learnOpenCVHuggingFaceLangChainAutoGenMCPAgentic AIGenerative AIRAGNLPGemini

☁️ Cloud

AzureGCP

🖥️ Frontend

ReactTailwind CSSJavaScript

🛠️ Backend

Node.jsExpress.js

📱 Mobile & Responsive Design

Mobile-first, fully responsive web experiences engineered with React.js and Tailwind CSS, optimized for cross-device usability.

🗄️ Databases

MongoDB

🔁 DevOps & Version Control

GitGitHub

🧰 Tools & Productivity

FigmaCanva


🚀 Featured Projects

🍲 NearTreat - My First Project

Hyperlocal platform connecting street food lovers with nearby vendors — making it easy to discover, explore, and support hidden street food gems.

Domain: Full Stack Web Development (MERN)

React.jsNode.jsExpress.jsMongoDBGoogle Maps APIFirebaseTailwind CSS

🔗 Live Demo

🗣️ JustPrompt.in

Voice-first, AI-powered, no-code website builder letting SMBs create stunning websites just by talking — 22+ languages, real-time generation, zero coding required.

Domain: Generative AI & Full Stack Web Development

React.jsNode.jsMongoDBLLMsVoice AIGemini APIBhashiniTailwind CSS

🔗 Live Demo

🩺 Docvoxia

Multilingual, AI-powered voice-to-text transcription platform for OPD prescriptions. Supports FHIR & SNOMED-CT healthcare standards, integrating with NextGen eHospital and ABDM for digital health documentation.

Domain: Healthcare AI & Generative AI

React.jsNode.jsMongoDBLLMsVoice AIBhashiniFHIRSNOMED-CT

🔗 Live Demo

📄 Docvoxia CV

Hands-free, speech-driven resume builder that generates ATS-friendly professional CVs from natural spoken input — no typing required.

Domain: Generative AI & Full Stack Web Development

React.jsNode.jsMongoDBLLMsVoice AI (Speech Recognition)BhashiniTailwind CSS

🔗 Live Demo

🌐 CROSS-Intelligence

Cross-border regulatory oversight and strategic intelligence platform empowering local businesses to navigate global trade with AI-driven insights, RAG-based research, and multilingual support.

Domain: Generative AI, RAG & Multilingual NLP

React.jsNode.jsMongoDBLLMsRAGVector EmbeddingsBhashiniTailwind CSS

🔗 Live Demo

⏱️ TimelyTask

Task management and payment platform built to simplify job scheduling and fair compensation for blue-collar workers — a transparent bridge between workers and employers.

Domain: Full Stack Web Development (MERN)

React.jsNode.jsExpress.jsMongoDBTailwind CSS

🔗 Live Demo

💊 QRMedisync

Smart QR-code-based drug dispensing system combining embedded hardware with web technologies to automate and secure medication distribution in healthcare settings.

Domain: Embedded Systems & IoT

React.jsNode.jsExpress.jsMongoDBNodeMCU (ESP8266)Servo MotorQR Scanner

🔗 Live Demo

🎯 StuTrack AI

AI-powered competitive programming tracker monitoring student coding progress — helping educators identify top performers and students needing support.

Domain: AI & Web Development

React.jsTailwind CSSAI/ML Analytics

🔗 Live Demo

🚑 Smart Ambulance Control System

IoT-based intelligent traffic control system that dynamically clears ambulance routes using real-time GPS tracking and ECG vitals monitoring — reducing emergency response times.

Domain: Embedded Systems & IoT

Arduino UnoESP32GPS ModuleECG ModuleC/C++

🔧 Hardware/embedded prototype — no hosted demo

🎨 UI/UX Concepts — Dan Jr. Wedding Biryani's & GreenBite

Two fully designed UI/UX concepts: a warm, intuitive biryani-ordering experience and a minimalist, earthy-toned organic food delivery interface.

Domain: UI/UX Design

FigmaCanva

🔗 Dan Jr. Wedding Biryani's — Figma 🔗 GreenBite — Figma


🏗️ Engineering Highlights

CapabilityDemonstrated Through
Multi-Agent ArchitectureDesigning agentic systems with AutoGen & LangChain for collaborative AI workflows, using MCP for structured tool/context exchange
Cloud-Native AI DeploymentArchitecting scalable, AI-driven applications on Microsoft Azure cloud services
Healthcare-Grade InteroperabilityImplementing FHIR & SNOMED-CT standards and ABDM/NextGen eHospital integration in Docvoxia
Voice & Multilingual AIBuilding real-time, 22-language voice interfaces (JustPrompt.in, Docvoxia, Docvoxia CV) via Bhashini & LLM pipelines
RAG & Vector SearchBuilding retrieval-augmented research pipelines with vector embeddings in CROSS-Intelligence
Full Stack DeliveryOwning the complete MERN pipeline — React.js front ends, Node.js/Express.js APIs, MongoDB data layers
IoT + Embedded SystemsBridging hardware and software in QRMedisync and the Smart Ambulance Control System
Research-to-Production TranslationConverting experimental AI prototypes into production-ready solutions as part of an active R&D practice

💼 Experience

Software Engineer — AI & Cloud · Designing and implementing scalable AI-driven applications using Microsoft Azure cloud services; developing and experimenting with Generative AI models, Agentic AI, and MCP; building multi-agent collaboration systems using AutoGen and LangChain; researching emerging AI technologies and translating experimental prototypes into production-ready solutions.

Product Design & Development Intern · Earned the placement by winning a national-level Design Hackathon. Contributed to UI/UX design initiatives within a product design team, while collaborating with developers to gain hands-on insight into how design and engineering intersect in user-centric product development.


🎓 Education

QualificationInstitutionPeriod
B.E. – Electronics and Communication EngineeringSri Eshwar College of Engineering2021 – 2025
Higher Secondary (12th / HSC)L.K. Higher Secondary School2019 – 2021
Secondary School (10th / SSLC)L.K. Higher Secondary School2018 – 2019

📜 Certifications

Microsoft CertifiedGoogle Cloud CertifiedOracle Certified

DomainCertificationIssuing OrganizationIssue Date
AIMicrosoft Certified: Agentic AI Business Solutions ArchitectMicrosoftJune 2026
AIMicrosoft Certified: Azure AI Engineer AssociateMicrosoftNov 2025
AIGoogle Cloud Certified: Generative AI LeaderGoogle CloudMarch 2026
AIOracle Certified: Generative AI ProfessionalOracleDec 2025
Cloud ComputingMicrosoft Certified: Azure FundamentalsMicrosoftJune 2025
AIMicrosoft Certified: Azure AI FundamentalsMicrosoftJune 2025
Cloud ComputingCloud ComputingNPTELNov 2023
Programming & DevelopmentThe Joy of Computing using PythonNPTELNov 2022

🏆 Achievements

AchievementRecognitionOrganized By
1st Runner-Up — IdeathonGrand cash award + “Out of the Box Thinker” titleLearNowX, Cloud Analogy
Top 10 Startups across India — MeitY Grand ChallengeNational Top 10 Startup recognitionIIT Hyderabad
1st Runner-Up & Grand Prize Winner — Pitch Fest 2023Grand prize recognitionSri Eshwar College of Engineering
1st Runner-Up — GuviDanJRhackathon 2024Goodies, premium learning access & internship opportunityGUVI Geek Networks
“Agent of Change in Tech” — Tech for Good HackathonTitle awardGoogle Developers Group Coimbatore
Top 30 — Amazon Smbhav Hackathon 2024Qualified for Prototype RoundAmazon
Top 5 — Google GenAI Exchange Hackathon 2024Top 5 recognition & Google goodiesGoogle
TNSI EDII-TN Ideation CampSelected participantTNSI EDII-TN
DevHack 2023FinalistStartup TN, TCE, Maxelerator Foundation, Young Indians Madurai, GDG
Mini Project Expo 2023Second prizeSri Eshwar College of Engineering
The Pitch 2023Semi-finalistStartup TN & Coimbatore Vizha
SECE Internal Hackathon 2022Hackathon finale participantSri Eshwar College of Engineering
MEDICNIKConsolation prizeKarpagam Academy of Higher Education

Recognized by: MeitY Startup Hub · SINE · TNSI · IIT Hyderabad · Zoho · Cloud Analogy · GDG · Guvi · LearnowX · TCE · SECE · StartupTN · Vizha · Karpagam


🌍 Open Source & Collaboration

I actively build and maintain personal AI and full-stack projects in the open (see Featured Projects above) and I'm continually looking to collaborate on:

  • Open-source Agentic AI / multi-agent tooling built on AutoGen, LangChain, or MCP
  • RAG pipelines and vector-search utilities
  • MERN-stack developer tools and component libraries

If you're working on something in this space, feel free to open an issue, start a discussion, or reach out directly.


📊 GitHub Analytics

GitHub StatsGitHub Streak
Top LanguagesActivity Graph



GitHub Trophies

🔬 Currently Exploring

  • Advanced Agentic AI architectures and multi-agent orchestration patterns
  • Model Context Protocol (MCP) design patterns for tool-using agents
  • Deeper Retrieval-Augmented Generation (RAG) system design
  • Production-scale Generative AI deployment on Microsoft Azure & Google Cloud

📫 Connect With Me

LinkedInGitHubInstagram


✨ Fun Facts

  • 🧩 I've gone from a ₹15,000 college pitch-fest prize to a Top 10 national MeitY recognition — same problem-solving instinct, bigger stage.
  • 🗣️ One of my proudest builds lets someone create a full website using only their voice, in 22+ languages.
  • 🩺 I've shipped AI that speaks the language of hospitals — literally, via FHIR & SNOMED-CT standards.
  • 🏅 I've collected hackathon hardware in three categories: cash prizes, internships, and "Agent of Change" titles.
  • 🤖 My LinkedIn-to-Azure journey started with a chatbot course and ended with architecting agentic AI systems.


"The best way to predict the future is to build it — one well-architected agent at a time."

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Thanks for stopping by — let's build something intelligent together.

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