Projects
Things I built to learn how they work
Personal projects, from language models to vehicle telemetry. The code is on GitHub.
Machine learning
LLM job-description generator
Three levels of language modeling compared side by side: FLAN-T5 fine-tuned on a LinkedIn job-postings dataset on a consumer GPU, zero-shot, and a character-level Transformer trained from scratch. Served through a Flask web app.
Predictive adaptive cruise control
A map-based cruise control that adjusts speed to the slope and road type ahead. ML pipeline on 18M+ rows of vehicle telemetry, which lowered simulated fuel consumption, plus a Raspberry Pi logger capturing real OBD data.
Data & visualization
F1 historical analytics
A PostgreSQL app to visualize and edit Formula 1 data.
NBA shooting evolution
Analysis and visualization of a database of NBA shots.