Stock Predictor AI

Project Architecture & Overview

Financial time-series forecasting engine. Ingests Yahoo Finance historical OHLCV data, calculates technical indicators (Relative Strength Index, MACD, Normalized Average True Range), and trains a Bidirectional LSTM neural network to predict price trajectory and volatility windows.

Key Engineering Milestones

• ✦Bidirectional LSTM architecture capturing forward and backward temporal dependencies
• ✦Automated feature engineering pipeline incorporating RSI, MACD, and NATR
• ✦Walk-forward cross-validation mitigating data leakage and over-fitting
• ✦Interactive Plotly charts showing historical prices, prediction cones, and RMSE