ML strategy optimisation and stock trading system

Posted on July 15, 2025 at 04:59 PM


This is a project what I work to optimize stock selection using ML. Finally the backend and frontend are completed recently (first version, some functions in frontend not yet optimized).

The architecture of backend and frontend are shared in the following: Frontend is built using streamlit (as previous, the draft version is generated by Claud).

The backtest performance of ML based stock screen:

The UI snapshot