Selected work
Ideas, made tangible.
A few things I have built and studied.
The implementation, the evidence and the next question.
I.
Predicting Car Prices
Using Machine Learning ↗
A regression project with model comparisons, an interactive price predictor and a study of how available inputs change performance.
II.
IntakeAI ↗
A document intake prototype that keeps extracted fields beside their source. Inspect the evidence, correct a result and export a reviewed summary.
III.
Machine learning for
encrypted traffic ↗
A literature review of Internet traffic classification from a cybersecurity perspective, examining methods, data and the limits of benchmark accuracy.