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tirth1263/README.md

Hi, I'm Tirth Rank 👋

Robotics & AI Engineer | Artificial Intelligence | Machine Learning | Computer Vision

Typing SVG

LinkedInEmailGitHub


About Me

I am a Robotics and Artificial Intelligence Engineer currently pursuing an M.S. in Robotics & Autonomous Systems with an Artificial Intelligence concentration at Arizona State University. I hold a B.Tech in Artificial Intelligence & Machine Learning from SVKM's NMIMS MPSTME and have hands-on experience across AI, ML, Deep Learning, Computer Vision, NLP, Data Analytics, Robotics, XR, and Intelligent Automation.

My work focuses on building practical, scalable, and intelligent systems that solve real-world problems. Through academic projects, internships, and independent development, I have worked on applications including healthcare AI, visual recognition, NLP-based classification, predictive analytics, robotics systems, XR testing, IoT systems, and AI-driven automation.

I am especially interested in creating intelligent autonomous systems that combine perception, decision-making, and human-centered design to improve productivity and real-world interaction.


Technical Skills

Programming Languages

PythonRCSQLJavaScript

Artificial Intelligence & Machine Learning

Machine LearningDeep LearningComputer VisionNLPRoboticsAutonomous Systems

Frameworks & Libraries

TensorFlowScikit-LearnOpenCVPandasNumPy

Data, Big Data & Visualization

TableauHadoopApache SparkHiveNoSQL

Tools & Engineering Platforms

MATLABAutoCADSolidWorksJupyterGoogle Colab


Projects

Project Portfolio Banner

Robotics, Autonomous Systems & Deep Learning

ProjectSummaryTech Focus
Rhino 3D ProjectsA Rhino 3D and Grasshopper fabrication portfolio focused on robot-assisted plotting, parametric design, and architectural production workflows.Rhino 3D, Grasshopper, Robotic Fabrication
Rhino 3D Hot-Wire ProjectsRhino 3D, Grasshopper, and C# examples for generating and studying geometric hot-wire toolpaths.Rhino 3D, Grasshopper, C#, Robotic Fabrication
ASU Robotics AB SiteA published robotics lab website for ASU Robotics with KUKA KR10/KRC5 details, workflow references, and safety resources.Robotics Documentation, Next.js, HTML
RAS-545 Robotics Systems 1Robotics coursework covering system modeling, algorithmic problem solving, and simulation-oriented implementation.Robotics, Python, Jupyter Notebook
EEE-598 Deep Learning Foundations & ApplicationsAdvanced deep learning labs spanning attention, GANs, diffusion models, GNNs, and accelerator-based workflows.Deep Learning, Python, Jupyter Notebook

Computer Vision & Healthcare AI

ProjectSummaryTech Focus
Satellite Imagery or Drone Feed Change TrackerA geospatial change-detection pipeline for comparing satellite or drone imagery and exporting map-ready change artifacts.Geospatial CV, React, TypeScript, OpenCV
X-Ray Fracture Detection — 92.5% AccuracyA healthcare AI workflow for fracture classification, preprocessing, training, evaluation, and performance tracking.Healthcare AI, Deep Learning, Python
140k Real vs Fake Detection — 97.395% AccuracyA large-scale image classification model for distinguishing real and fake images using deep learning.CNN, Image Classification, Deep Learning
Face Recognition Using Haar CascadeA face recognition system built with OpenCV and Python for detection and recognition workflows.OpenCV, Python, Face Recognition

Machine Learning, NLP & Data Analytics

ProjectSummaryTech Focus
Brand Reputation MonitorAn evidence-first brand intelligence app that monitors news, analyzes reputation signals, and preserves follow-up context with memory.Bright Data, Agno, Nebius, Memori
Customer Support Voice AgentA voice-enabled support assistant that uses docs or FAQ sources, memory, and grounded TTS responses for customer queries.Streamlit, OpenAI, Memori, Firecrawl
Persistent Memory AgentAn AI agent that remembers users across turns, sessions, and restarts with durable long-term memory and persisted chat history.Agno, Nebius, SQLite, Agent Memory
Smart Product Launch AgentA multi-agent competitive-intelligence system that researches how competitors launched products and turns it into decision-ready insights.Agno, Bright Data, Memori, MongoDB
Study Coach AgentAn AI-powered study coach that helps learners plan what to study, verify understanding, and track long-term learning progress.Streamlit, LangGraph, Memori, SQLAlchemy
Social Media AgentAn AI-powered social media automation app that learns your writing style, stores it with memory, generates new posts, and publishes through Composio.Streamlit, Nebius, Memori, Composio
YouTube Trend AgentAn AI-powered YouTube trend coach that turns your channel history into practical, trend-aware video ideas.Streamlit, yt-dlp, Memori, Exa
Docker E2B MCP AgentA secure GitHub-to-Notion automation agent built with E2B sandboxes, MCP servers, and the OpenAI Agents SDK.E2B, MCP, OpenAI Agents SDK, Nebius
Agentic-RAG with Agno and GPT-5A next-generation agentic retrieval system that combines structured reasoning, grounded search, and GPT-5-based response generation.Agno, GPT-5, RAG, AI Agents
Agentic typed RAG with LlamaIndexA typed agentic RAG system built with LlamaIndex for reliable retrieval, structured outputs, and grounded question answering.LlamaIndex, Typed RAG, Retrieval, AI Agents
ScaleKit Exa MCP SecurityA secure Exa Search MCP server with OAuth 2.1, scoped retrieval tools, and Streamable HTTP.ScaleKit, Exa, MCP, FastAPI

Software Engineering, IoT & Intelligent Systems

ProjectSummaryTech Focus
Autonomous CI/CD Failure PatcherA self-healing CI/CD system that analyzes failed workflows, proposes fixes, and opens pull requests.GitHub Actions, Firebase, React, TypeScript
Enterprise MCP Database ServerA secure MCP server and web app for database metadata, schema inspection, and privacy-aware SQL generation.MCP, Firebase, React, TypeScript
AI-Assisted Robotic Design Interface for Creative FabricationA research interface that translates design intent into robotic fabrication workflow parameters.React, TypeScript, Robotic Fabrication
Digital Fabrication Curriculum and Workshop Documentation ToolkitA workshop toolkit with modules, safety checklists, templates, and assessment rubrics.Documentation, Fabrication, Workshop Design
Job Applications TrackerA platform to organize job applications, monitor progress, and manage statuses efficiently.Web Development, Productivity, Application Tracking
B2B Competitor Intelligence EngineAn intelligence-focused platform for competitor tracking and business decision support.B2B Intelligence, Analytics, Web Development

GitHub Stats



Top Languages



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GitHub Activity Graph

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  3. Statistical-Methods Statistical-MethodsPublic

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