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subata24/README.md

Hi, I'm Subata 👋

AI Engineering student specializing in LLM-powered applications, RAG pipelines, and full-stack AI systems. I build things that actually deploy — not just notebooks.

🚀 Live Projects

🏥 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 conversation memory.

Live App API GitHub

FastAPI LangChain ChromaDB PostgreSQL HuggingFace Google Gemini

🛠️ Tech Stack

AI & LLM

Python LangChain Google Gemini HuggingFace Scikit-learn TensorFlow PyTorch OpenCV

Backend & Databases

FastAPI PostgreSQL SQLAlchemy ChromaDB

Deployment & DevOps

Docker Vercel GitHub Actions AWS

Frontend & Visualization

Streamlit Pandas NumPy Matplotlib

🎯 Currently focused on

  • 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 in healthcare

🌐 Connect

LinkedIn Email Fiverr

⭐ Always building. Always shipping.

Pinned Loading

  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