PythonScikit-learnAI / ML
AI Stock Market Analyzer
An AI-powered stock market analysis tool in active development — combining real-time market data, ML-based trend detection, and interactive dashboards for smarter investment insights.
Jun 2026
## Overview
The AI Stock Market Analyzer is an ongoing project that combines real-time financial data with machine learning models to surface actionable market insights — going beyond raw charts to provide intelligent analysis.
## Vision
Most retail investors are overwhelmed by data but starved of insight. This tool bridges that gap — processing historical prices, news sentiment, and technical indicators to provide clear, data-backed signals.
## Planned Features
- **Real-time price feeds** — live data from stock market APIs
- **Technical indicator analysis** — RSI, MACD, Bollinger Bands with ML-enhanced signals
- **Trend prediction** — supervised ML models trained on historical patterns
- **News sentiment analysis** — NLP-based processing of financial news
- **Interactive dashboards** — visualise patterns, correlations, and predictions
- **Portfolio tracking** — monitor holdings against predictions
## Current Status
**In active development.** Core data pipeline and ML models are being built and evaluated. Frontend dashboard design in progress.
## Tech Stack
- Python (ML pipeline)
- Financial data APIs
- Scikit-learn / time-series ML
- Interactive visualisation (in progress)