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Swastik-59/README.md

Swastik Mukherjee

AI/ML Engineer • Full-Stack Developer

Typing SVG

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About

Third-year B.Tech CSE student specializing in AI & ML at SRM Institute of Science and Technology, Chennai. I build RAG pipelines, multi-agent systems, and full-stack AI applications — the kind of thing that has to actually run, not just work in a notebook.

Currently

  • Local-first AI systems
  • Multi-agent architectures and coordination
  • RAG, past the naive vector-search case into structural and relational retrieval
  • Deep learning and generative AI, data to deployment
  • DSA, system design, and security as the foundation underneath the AI work

Tech Stack

Languages

Python JavaScript TypeScript Java C C++

AI / ML

PyTorch TensorFlow Scikit-Learn Pandas

Backend & Databases

FastAPI Node.js Express MongoDB PostgreSQL Redis

Frontend

React Next.js

Infra & Tools

Docker Git Linux Firebase

Connect

📧 swastikmukherjee59@gmail.com

Pinned Loading

  1. three-way-retrieval-arena three-way-retrieval-arena Public

    Vector RAG vs. Vectorless RAG vs. OKF

    Python

  2. HelixAI HelixAI Public

    Local multi-agent AI with real workflows.

    Python

  3. FaceCheck.AI FaceCheck.AI Public

    Real vs AI Face Detector – FastAPI backend with TensorFlow and a modern Next.js frontend.

    Jupyter Notebook

  4. AI-driven-cognitive-warfare-simulator AI-driven-cognitive-warfare-simulator Public

    AI-powered misinformation analysis platform with GNNs, propagation simulation, and explainable AI.

    Python 1

  5. NeuroLearn NeuroLearn Public

    TypeScript 3

  6. FairSim FairSim Public

    Forked from Aayannoori15/FairSim

    TypeScript