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subata24/README.md

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🧠 About Me

AI Engineering student with a passion for building and deploying LLM-powered applications and full-stack AI systems.

I work with Python, FastAPI, LangChain, RAG pipelines, ChromaDB, PostgreSQL, and Google Gemini to build AI tools that actually ship — not just notebooks or demos.

My focus is on document intelligence, healthcare AI, and agentic systems that solve real problems for real users.

Always learning, always building. Open to freelance projects and collaborations.


🚀 Live Projects

🤖 Company Research & Outreach Agent (Featured)

Agentic AI system that autonomously researches companies, evaluates research quality, performs follow-up research when needed, and generates personalized internship outreach emails — fully automated end to end using LangGraph multi-agent orchestration.

Live App GitHub

LangGraph Google Gemini TypeScript Agentic AI Multi-step Reasoning Vercel


🏥 MedAI — Clinical AI Discharge Platform

Transforms hospital discharge summaries into structured care instructions with automated risk scoring and bilingual support.

Live App API GitHub

FastAPI Google Gemini Streamlit Docker Vercel Python


📄 DocWise — Multi-Document RAG SaaS

Upload PDFs and chat with them using AI. Every answer cites exactly which document it came from. Supports multiple documents simultaneously with full conversation memory.

Live App API GitHub

FastAPI LangChain ChromaDB PostgreSQL HuggingFace Google Gemini


🛠️ Tech Stack

Agentic AI & LLM

Python TypeScript LangChain LangGraph Google Gemini HuggingFace

Backend & Databases

FastAPI PostgreSQL SQLAlchemy ChromaDB

ML & Computer Vision

Scikit-learn TensorFlow PyTorch OpenCV

Deployment & DevOps

Docker Vercel GitHub Actions AWS

Frontend & Visualization

Streamlit Pandas NumPy Matplotlib


🎯 Currently focused on

  • LangGraph multi-agent systems and agentic workflows
  • LangChain agents and multi-step AI reasoning
  • MLflow for model tracking and evaluation
  • Fine-tuning LLMs with QLoRA
  • Building AI tools that solve real problems

🌐 Connect

LinkedIn Email Fiverr


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"Building intelligent systems that solve real-world problems."

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  1. FashionVision-AI FashionVision-AI Public

    👗 AI-powered fashion style classifier using MobileNetV2, TensorFlow and Gradio.

    Python

  2. MedAI-Assistant MedAI-Assistant Public

    AI-powered post-discharge care assistant built with FastAPI, Streamlit, SQLAlchemy, Docker, and Google Gemini.

    Python 2

  3. Docwise Docwise Public

    Production-ready multi-document RAG SaaS for chatting with PDFs, built with FastAPI, LangChain, ChromaDB, PostgreSQL, Docker, and Google Gemini.

    Python 1

  4. company-research-outreach-agent company-research-outreach-agent Public

    Agentic AI system that researches companies, evaluates research quality, performs follow-up research when needed, and generates personalized internship outreach emails using LangGraph and Gemini.

    TypeScript 1