Navjot Singh

A production-ready machine learning system that analyzes player performance trends and predicts ATP tennis match outcomes with 71% accuracy.

Advanced football team rating system for La Liga (2012–present) using Elo, TrueSkill, and Glicko-2 algorithms. Features dynamic K-factor, home advantage modeling, and interactive visualizations of rating evolution.

create a model of spam or ham to find good practice for hands on ml

Prepared a Electrical load forecasting of Punjab with r2 score of 0.92 score

Gold Price Predictor XGBoost model predicting GLD (Gold ETF) prices. Built to learn proper ML practices for financial time series. **Performance:** R² = 0.675 on time series cross-validation **Fixed:** Multicollinearity and data leakage issues Details in readme.txt

# Gold Price Predictor XGBoost model predicting GLD (Gold ETF) prices. Built to learn proper ML practices for financial time series. **Performance:** R² = 0.675 on time series cross-validation **Fixed:** Multicollinearity and data leakage issues Details in readme.txt