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tirth1263/README.md

Hi, I'm Tirth Rank 👋

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

Typing SVG

LinkedIn Email GitHub


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

Python R C SQL JavaScript

Artificial Intelligence & Machine Learning

Machine Learning Deep Learning Computer Vision NLP Robotics Autonomous Systems

Frameworks & Libraries

TensorFlow Scikit-Learn OpenCV Pandas NumPy

Data, Big Data & Visualization

Tableau Hadoop Apache Spark Hive NoSQL

Tools & Engineering Platforms

MATLAB AutoCAD SolidWorks Jupyter Google Colab


Projects

Project Portfolio Banner

Robotics, Autonomous Systems & Deep Learning

Project Summary Tech Focus
Rhino 3D Projects A 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 Projects Rhino 3D, Grasshopper, and C# examples for generating and studying geometric hot-wire toolpaths. Rhino 3D, Grasshopper, C#, Robotic Fabrication
ASU Robotics AB Site A 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 1 Robotics coursework covering system modeling, algorithmic problem solving, and simulation-oriented implementation. Robotics, Python, Jupyter Notebook
EEE-598 Deep Learning Foundations & Applications Advanced deep learning labs spanning attention, GANs, diffusion models, GNNs, and accelerator-based workflows. Deep Learning, Python, Jupyter Notebook

Computer Vision & Healthcare AI

Project Summary Tech Focus
Satellite Imagery or Drone Feed Change Tracker A 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% Accuracy A healthcare AI workflow for fracture classification, preprocessing, training, evaluation, and performance tracking. Healthcare AI, Deep Learning, Python
140k Real vs Fake Detection — 97.395% Accuracy A large-scale image classification model for distinguishing real and fake images using deep learning. CNN, Image Classification, Deep Learning
Face Recognition Using Haar Cascade A face recognition system built with OpenCV and Python for detection and recognition workflows. OpenCV, Python, Face Recognition

Machine Learning, NLP & Data Analytics

Project Summary Tech Focus
Brand Reputation Monitor An 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 Agent A voice-enabled support assistant that uses docs or FAQ sources, memory, and grounded TTS responses for customer queries. Streamlit, OpenAI, Memori, Firecrawl
Persistent Memory Agent An 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 Agent A 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 Agent An 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 Agent An 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 Agent An AI-powered YouTube trend coach that turns your channel history into practical, trend-aware video ideas. Streamlit, yt-dlp, Memori, Exa
Agentic-RAG with Agno and GPT-5 A 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 LlamaIndex A 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 Security A secure Exa Search MCP server with OAuth 2.1, scoped retrieval tools, and Streamable HTTP. ScaleKit, Exa, MCP, FastAPI

Software Engineering, IoT & Intelligent Systems

Project Summary Tech Focus
Autonomous CI/CD Failure Patcher A self-healing CI/CD system that analyzes failed workflows, proposes fixes, and opens pull requests. GitHub Actions, Firebase, React, TypeScript
Enterprise MCP Database Server A 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 Fabrication A research interface that translates design intent into robotic fabrication workflow parameters. React, TypeScript, Robotic Fabrication
Digital Fabrication Curriculum and Workshop Documentation Toolkit A workshop toolkit with modules, safety checklists, templates, and assessment rubrics. Documentation, Fabrication, Workshop Design
Job Applications Tracker A platform to organize job applications, monitor progress, and manage statuses efficiently. Web Development, Productivity, Application Tracking
B2B Competitor Intelligence Engine An intelligence-focused platform for competitor tracking and business decision support. B2B Intelligence, Analytics, Web Development

GitHub Stats



GitHub Streak



Top Languages



GitHub Activity Graph

Popular repositories Loading

  1. taskade-mcp-agent taskade-mcp-agent Public

    AI-powered Taskade workspace agent — manage projects, tasks & workflows with natural language via the Model Context Protocol (Agno + Nebius AI + Streamlit)

    Python 1 1

  2. brand-reputation-monitor brand-reputation-monitor Public

    Evidence-first AI brand reputation monitoring with Bright Data, Nebius, Agno, Memori, and Streamlit.

    Python 1

  3. Statistical-Methods Statistical-Methods Public

    Jupyter Notebook

  4. Basic-ML-Projects Basic-ML-Projects Public

    Jupyter Notebook

  5. 140k-real-vs-fake-97.395-accuracy 140k-real-vs-fake-97.395-accuracy Public

    Jupyter Notebook

  6. Image-Classification-using-CNNImage-Classification-using-CNN Image-Classification-using-CNNImage-Classification-using-CNN Public

    Python