System Note 14 · Open Source & Builder Work

Stock Market Prediction

PythonKafkaXGBoostDockerMachine Learning
Archived
What it is

A pipeline that streams market data through Kafka, turns it into technical-indicator features (RSI, MACD), and feeds tree-based models (Random Forest, XGBoost) to predict moves.

Kafka · XGBoost · Dockerized Flask

Why I built it

A hands-on way to learn streaming data and feature engineering on something that never stops moving.

Evidence before confidence.

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