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PAT0216/README.md

Hi, I'm Prabuddha Tamhane 👋

Data Scientist & ML Engineer | Master of Data Science @ UBC | MBA Finance + B.Tech

I build data-driven solutions at the intersection of finance and machine learning.

Website LinkedIn

Featured Project

Paper Trader AI — Algorithmic Trading System

A production-grade MLOps system with 3 strategies competing live on S&P 500 stocks

  • 📊 4.3M+ data points | 503 tickers | 9 years backtested
  • 🤖 Momentum vs XGBoost vs LSTM — competing head-to-head
  • ⚙️ Automated daily trading via GitHub Actions + Docker
  • 📈 Live Dashboard

Tech Stack

Languages: Python, SQL, R, C++, JavaScript
ML/Data: TensorFlow, PyTorch, XGBoost, Scikit-learn, Pandas, NumPy
Tools: Docker, GitHub Actions, Streamlit, PostgreSQL, Git

Education

🎓 Master of Data Science — University of British Columbia (2025-2026)
🎓 MBA Finance + B.Tech Computer Engineering — NMIMS University

Let's Connect

Open to opportunities in Data Science, Machine Learning Engineering, Financial Analytics, and Business Analytics

Pinned Loading

  1. paper-trader paper-trader Public

    Three ML strategies compete head-to-head on S&P 500 stocks. Runs autonomously with daily GitHub Actions execution and live dashboard. Which model wins? Check the dashboard.

    Python 6

  2. wine-classification wine-classification Public

    This project illustrates how our team endeavoured to build a classification model to predict whether a wine was red or white based on a set of wine quality features (ex. pH, residual sugars, etc.).

    Jupyter Notebook 2 1

  3. pat0216.github.io pat0216.github.io Public

    HTML 1

  4. UBC-MDS/geospatial-toolkit UBC-MDS/geospatial-toolkit Public

    2025-26 DSCI-524 Group 12 --- Geospatial Toolkit is a lightweight Python package designed to simplify and standardize common geospatial tasks.

    Python 3