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Samudra-G/README.md

Hi there! I'm Samudra Mukhar Goswami ๐Ÿ‘‹

About Me

I'm an aspiring Data Scientist & AI Developer passionate about machine learning, scalable backend systems, and practical AI deployment. My work focuses on designing efficient data pipelines, deploying containerized microservices, and integrating advanced AI techniques into usable applications.

๐Ÿ”น Core Expertise

  • Machine Learning & Deep Learning (TensorFlow, PyTorch, Scikit-Learn, Transformers)
  • Data Analysis & Visualization (Pandas, NumPy, Powerโ€ฏBI, Tableau)
  • Backend Engineering (Go, FastAPI, PostgreSQL, Redis, gRPC, Docker, AWS)
  • Modern DevOps (Git, CI/CD, Containerization, PASETO, Secure API Design)

๐Ÿ’ป Projects

๐Ÿ”น Stock Prediction Microservice ๐Ÿ“ˆ

  • Refactored into a clean microservice architecture with FastAPI, Go, Docker, Streamlit
  • Predicts stock prices using an LSTM model, fully containerized and tested
  • Easy to run, with CI/CD and clear documentation

๐Ÿ”น Advanced Movie Recommendation System ๐ŸŽฌ (Prototype Complete โœ…)

  • Hybrid AI: NLP sentiment analysis + Poster Similarity (CNN)
  • Uses FastAPI, PostgreSQL, Redis, Docker, and PyTorch (BERT)
  • Designed for modular scaling, ready for future feature expansion

๐Ÿ”น SimpleBank API ๐Ÿ’ณ (Work In Progress)

  • Building a secure banking API using Go, PostgreSQL, Redis, Docker, gRPC, PASETO, and AWS deployment
  • Focused on production-grade security, role-based access, and scalable architecture

๐Ÿ“Œ Explore my repos for more!


โš™๏ธ Tech Stack

Tech Stack Icons


๐Ÿ“ซ Connect with Me!

๐Ÿ”— LinkedIn ๐Ÿ GitHub โœ‰๏ธ samudramukhar@gmail.com

๐Ÿ’ก Let's build something amazing together! ๐Ÿš€

Pinned Loading

  1. stockprediction-refactored stockprediction-refactored Public

    Tribute to my previous stock recommender streamlit app with modern features and microservice architecture

    Go 2

  2. fastapi-movie-recommender fastapi-movie-recommender Public

    JavaScript 3

  3. simplebank simplebank Public

    A simple bank to perform CRUD operations using Go

    Go 4 1