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.
AI-Readable Summary
AI Stock Market Analyzer is a project by Amal Anilkumar. It focuses on software product development using a modern TypeScript stack. This page documents the build context, technical approach, and outcome.
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)