Hi, I'm

Ty Shillibeer

Building practical tools with AI and code

View ProjectsAbout Me

Featured Projects

A selection of things I've built recently.

UserBenchmark Ryzen 5 3600 and Ryzen 5 2600X comparison alongside the CPU Price/Spec Comparer's extracted specifications and flags
In progress

CPU Price/Spec Comparer

Turns pasted CPU product page text into one standard comparison row, cutting comparison time by about 66% in testing.

Prompt EngineeringClaudeLLM EvaluationPython (planned)
View Project : CPU Price/Spec Comparer
Trading system diagram showing market data, a scikit-learn model, backtesting and Alpaca paper trading; no strategy beat buy-and-hold after costs, so the project was stopped

AI Stock Trading Tool

An end-to-end Python trading system with rigorous backtesting and safe paper execution. Testing found no strategy beat buy-and-hold, so I stopped the project.

Pythonscikit-learnpandasAlpaca APIBacktesting
View Project : AI Stock Trading Tool