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tirth-patel06
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tirth-patel06/README.md

About Me

I'm Tirth Patel, a driven B.Tech student at Motilal Nehru National Institute of Technology Allahabad (MNNIT Allahabad), passionately engineering full-stack web platforms fused with intelligent agents and generative AI.


What I'm Building

  • Architecting high-impact web solutions leveraging Large Language Models (LLMs), multi-agent orchestration, and modern frontend/back-end stacks.
  • Crafting seamless frontend-to-backend workflows, building robust API ecosystems, and driving intelligent automation at scale.
  • Delivering production-ready prototypes that go beyond experimentation--intended for real-world users and measurable outcomes.

My Specialties

  • Agentic AI & multi-agent collaboration: designing systems where agents work together toward a goal.
  • LLM application pipelines & retrieval-augmented generation (RAG), integrating data + models + user experience.
  • Backend architecture, scalable APIs, and full-stack integration: ensuring systems are robust, maintainable, and extensible.
  • Frontend excellence using React, TailwindCSS or Vite: crafting intuitive user experiences that make tech invisible and useful.

Why This Matters

  • I thrive when bridging AI/ML + Web Engineering, not just building prototypes but converting ideas into usable, impactful platforms.
  • My mindset: build fast - iterate with data - measure impact.
  • Hackathon-ready: rapid ideation, execution under pressure, code quality, user-centric thinking, and a drive to ship meaningful work.

Let's Team Up

Looking to collaborate on projects involving:
AI/ML * Generative AI * Agentic Systems * Full-Stack Web * Intelligent Platforms

If you're ready to build something bold and innovative, send me a message. Let's push boundaries together!


Featured Projects

Project Description Technologies Used
MedSync-AI A full-stack AI-driven health platform improving medication adherence through intelligent tracking, personalized reminders, and context-aware health insights. Integrated multi-agent assistants, PDF health report parsing, and Google Calendar automation. React.js, Vite, Node.js, Express.js, MongoDB, LangChain, Groq API (Llama LLMs), Socket.IO, FastAPI, OAuth2
NextFrame (Movie-Recommendation) ML-powered movie recommendation system using NLP-based content filtering and cosine similarity. Features intelligent search and TMDb metadata integration with smooth full-stack deployment (Vercel + Railway). React, FastAPI, Scikit-learn, NLTK, Pandas, TMDb API
Agentic-AI Demo Prototype showcasing multi-agent collaboration and intelligent task automation under the MNNIT Robotics Club. Demonstrates AI-based agent communication and dynamic goal handling. Python, LangChain, AI Agents
SafeStride Naive Boyes - BotRush 3.0 (2nd Place) -- A full-stack ML + pathfinding interface combining real-time classification, computer vision, and intelligent routing. Features drag-and-drop file uploads, result visualization, and a hybrid TSP + BFS shortest-path algorithm that avoids unsafe zones and finds the optimal traversal path. Next.js, FastAPI, TensorFlow/Keras, OpenCV, NumPy, Tailwind CSS, Axios, Vercel, Render

Tech Stack

Core Languages


Frameworks & Platforms


AI / LLMs / ML Stack


Databases & APIs


Deployment & Cloud


Tools & Workflow


GitHub Stats


Fun Zone

When I'm not coding...

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| ML/NLP |
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Exploring Code, ML/NLP & New Tech Horizons

"Code is like humor. When you have to explain it, it's bad." -- Cory House

Pinned Loading

  1. MedSync-AI MedSync-AI Public

    MedSync-AI helps patients manage medications and health routines with an AI assistant. It supports reminders, symptom logging, adherence tracking, and quick insights, while keeping data privacy in ...

    JavaScript 13 41

  2. Movie-Recommendation Movie-Recommendation Public

    Full-stack AI-powered movie recommendation app using NLP, cosine similarity, and TMDb enrichment -- React frontend + FastAPI backend

    JavaScript 2

  3. Agentic-Ai-demo Agentic-Ai-demo Public

    This is the repo which is used to deploy the task which is given in the part of Annual Project of robotics club MNNIT

    Python 2

  4. SafeStride SafeStride Public

    Forked from Nikhil-Yadav15/SafeStride

    A team project made under the event Hectivate in BotRush3.0

    Python 2