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Biswajit-17/README.md

Hey, I'm Biswajit 👾

ML & AI · The Models Don't Train Themselves, Might As Well Be Me

Machine Learning and AI practitioner building things at the intersection of data, models, and real-world problems, not just notebooks, but actual deployable stuff with APIs and containers.

🔍 What I Actually Work With

The Core

Python scikit-learn XGBoost Pandas NumPy

Shipping It

FastAPI Docker AWS MySQL

MLOps & Infra

Redis ONNX Prometheus Grafana

Exploring

PyTorch LangChain HuggingFace Agentic AI

Visualising

Tableau Matplotlib Seaborn

Also Comfortable With

R Java Linux Nmap Wireshark Burp Suite

📊 By The Numbers

🤝 Open To

  • Collaborating on ML/data projects, especially if they solve something real
  • Talking shop about AI agents, model deployment, or why your pipeline is on fire
  • Learning in public I share what I build, including the parts that didn't work

If something on my profile caught your eye, just reach out. I don't bite and I reply fast.

LinkedIn Email

Pinned Loading

  1. HarvestGate-ML-Inference-Gateway HarvestGate-ML-Inference-Gateway Public

    A production-grade, secure MLOps gateway for crop yield prediction and suitability scoring. Built with FastAPI, ONNX Runtime, Redis caching, OpenRouter LLM advisory, and Prometheus/Grafana Cloud te…

    Python

  2. ML-Based-Crop-Recommendation-System ML-Based-Crop-Recommendation-System Public

    AI-driven crop intelligence engine that predicts yields and generates personalized, multilingual farming advisories using historical agricultural data.

    Python

  3. Autonomous-Data-Doctor Autonomous-Data-Doctor Public

    Autonomous AI Agent that diagnoses, cleans, and generates health reports for messy datasets (CSV/Excel) using Llama 3.

    JavaScript

  4. Explainable-Customer-Churn-Prediction Explainable-Customer-Churn-Prediction Public

    Built an Explainable ML system for Churn Prediction, using SHAP values to transform model outputs into actionable insights.

    Jupyter Notebook

  5. Diamond-Price-Prediction-using-ML Diamond-Price-Prediction-using-ML Public

    Diamond price prediction using machine learning on the diamonds.csv dataset. It cleans and preprocesses diamond features, then compares regression models to estimate prices accurately.

    Jupyter Notebook

  6. IoT-Fleet-Simulation-and-Visualization IoT-Fleet-Simulation-and-Visualization Public

    Simulated IoT data Visualized through a real time dashboard

    Python