QuantLab – ML-Driven Trading Simulator

Developed a full-stack web platform to train machine learning models on historical stock data and simulate trading strategies based on predicted returns. Integrated model selection (Linear Regression, Random Forest, XGBoost), hyperparameter tuning, and a custom backtest engine with Sharpe ratio and drawdown metrics.

PythonStreamlitScikit-learnPandasPlotly
QuantLab – ML-Driven Trading Simulator

QuantLab – ML-Driven Trading Simulator

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The Problem I Wanted to Solve

Technical Approach

Key Features

Challenges & Solutions

What I Learned