Andrew Stewart

Builder / creator.

Projects

Finance

Factor Screening Pipeline

Ranks 500+ stocks on a few common investing metrics.

Role
Builder / Researcher
Timeframe
2024
Universe
500+ stocks
Category
Finance

Problem

Comparing hundreds of stocks by hand is slow and inconsistent.

What I built

A Python tool that ranks 500+ stocks on a few standard investing metrics, with experiments in predicting returns.

PythonPandasyFinanceScikit-learnFactor investing

Outcome

A repeatable workflow that can scan the whole market quickly.