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Baisampayan1324/README.md

Hello there!
I'm Baisampayan Dey 👨‍💻

AI/ML Developer | Software Engineer | Emerging Tech Enthusiast

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💡 About Me

  • 🤖 AI/ML Developer experienced in LLMs, RAG pipelines, fine-tuning, and scalable inference systems.
  • ⚙️ Skilled in Python, FastAPI, Streamlit, React, and cloud-based deployment (Render, Heroku, Docker).
  • 🧠 Built production-grade full-stack AI apps integrating LangChain, Groq, OpenRouter, and Hugging Face APIs.
  • 🧩 Passionate about problem-solving — solved 300+ LeetCode problems to sharpen DSA skills.
  • 🎮 Outside tech: Manga 📚 | Car tuning 🚗 | Game lore 🎮
  • 📄 I am looking for a Job in AI. Take a glance at my Resume.

🧱 Projects

Production-Ready Document Intelligence Platform

A sophisticated Retrieval-Augmented Generation (RAG) system enabling intelligent natural language querying across multiple document formats (PDFs, Word, PPT, Excel, TXT). Features semantic search, context-aware responses, and multi-document conversation persistence.

Key Features:

  • Multi-format document parsing with intelligent chunking strategies
  • FAISS-powered vector embeddings for semantic similarity search
  • Real-time streaming responses with LLM routing (OpenAI, Groq, OpenRouter)
  • Persistent chat history with SQLite & session management
  • Docker containerization for scalable cloud deployment

Tech: Python · FastAPI · Streamlit · LangChain · FAISS · SQLite · OpenAI/Groq APIs · Docker · Render


Intelligent Mental Wellness & AI Counseling Platform

An end-to-end AI-powered stress detection and personalized counseling system leveraging machine learning for psychological assessment combined with LLM-driven conversational support. Provides real-time stress metrics, personalized coping strategies, and professional-grade insights.

Key Features:

  • ML-based stress detection from conversation patterns & behavioral signals
  • Groq API integration for ultra-low-latency LLM responses (<100ms)
  • Real-time stress scoring with trend visualization dashboards
  • JWT-secured authentication & encrypted user data storage
  • TypeScript React frontend with interactive UI components
  • MongoDB Atlas for scalable user data management

Tech: Python · FastAPI · React (TypeScript) · MongoDB Atlas · Groq API · JWT Auth · Chart.js · Render


Real-Time Meeting Summarization & Action Item Extraction

An intelligent meeting processing platform that captures live audio, transcribes it in real-time using OpenAI Whisper, and intelligently summarizes key discussions, decisions, and action items using advanced NLP and LLMs. Includes Chrome extension for seamless integration with Zoom, Google Meet, and Teams.

Key Features:

  • Whisper ASR for accurate multi-speaker transcription with speaker diarization
  • Real-time streaming with WebSocket architecture for low-latency updates
  • Intelligent entity extraction: decisions, action items, deadlines, and owners
  • Chrome extension for 1-click recording across all meeting platforms
  • MongoDB-backed storage with advanced search & tagging capabilities
  • Auto-generated meeting briefs and follow-up email templates

Tech: Python · FastAPI · Whisper ASR · NLP (spaCy) · LangChain · MongoDB · WebSockets · Chrome Extension · React


🛠️ Tech Stack

Languages
Python Java SQL

AI/ML Frameworks
TensorFlow PyTorch SciPy NumPy Pandas Matplotlib HuggingFace LangChain FAISS scikit-learn

Frameworks & Deployment
FastAPI Streamlit Node.js React Flask Django Docker Render

Databases & Cloud
MySQL MongoDB Firebase Google Cloud

Dev Tools
Git VS Code Anaconda Cursor


📈 GitHub Stats

GitHub Streak

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  1. AI-MOM AI-MOM Public

    Al MOM is an Al-powered meeting intelligence platform that delivers real-time transcription, speaker recognition, and multi-LLM summaries using FastAPI, Whisper, Groq, and OpenRouter for intelligen…

    HTML

  2. DocuMind DocuMind Public

    Python

  3. Stress-Analysis-AI-System Stress-Analysis-AI-System Public

    TypeScript

  4. reasoning-from-scratch reasoning-from-scratch Public

    Forked from rasbt/reasoning-from-scratch

    Implement a reasoning LLM in PyTorch from scratch, step by step

    Python

  5. YOLO-World YOLO-World Public

    Forked from AILab-CVC/YOLO-World

    [CVPR 2024] Real-Time Open-Vocabulary Object Detection

    Python

  6. leetcode-company-wise-problems-2022 leetcode-company-wise-problems-2022 Public

    Forked from hxu296/leetcode-company-wise-problems-2022

    Lists of company wise questions available on leetcode premium. Every csv file in the companies directory corresponds to a list of questions on leetcode for a specific company based on the leetcode …

    Jupyter Notebook