Luca Piekarski
Timeline

2023 · Projects

Algorithmic Trading Bot

Senior research project · Northbook, Illinois

what I did

I built and back-tested a trading bot for my senior research project, exploring momentum, mean reversion, and position sizing. I presented the methods and results in a research poster.

what I learned

I learned to test strategies against historical data and question the assumptions behind a back-test.

the research board

hover or focus a section to inspect it. click or tap to explore the high-resolution artwork.

original board ↗
Reconstructed three-panel algorithmic trading research board with its original code, metrics, graphs, and diagrams.
select any section to explore the high-resolution artwork
digitally rebuilt from my original project board. chart lines are traced from the photos; text and reported results are transcribed.