Stocker
Predict, analyse, and act on stocks | powered by ML and AI.
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Bugra Gultekin

Stocker - Predict, analyse, and act on stocks | powered by ML and AI.

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Stocker, AI-powered stock prediction and analysis. Get ML-based price forecasts, technical pattern detection, sentiment analysis, analyst insights, and watchlist tracking for any stock.

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Bugra Gultekin
Maker
📌
Hey Product Hunt! 👋 I built Stocker because I was frustrated that serious stock analysis tools are either eye-wateringly expensive or require a finance degree to interpret. A few highlights of what it does today: • ML ensemble (XGBoost + RandomForest + ExtraTrees) trained on engineered features, recursive price forecasting with a minimum of 60 trading days of data • 10+ technical pattern detectors, triangles, flags, cup-and-handle, H&S, double tops/bottoms • VADER sentiment scoring on live news headlines • Claude-powered trade thesis (Pro) and earnings summaries (Premium) • Covers S&P 500, NASDAQ and BIST 100 I'm the solo developer and happy to answer anything about the ML approach, the architecture, or where I'm taking it next. Would love your feedback! 🚀