Projects
Built andreleased.
Everything here is public on GitHub: machine learning, computer vision, NLP, plus a few things running on hardware.

Credit default prediction on the Kaggle GiveMeSomeCredit dataset: data cleaning, feature engineering, model training and evaluation.

Finds the segments of a long video most likely to work as short-form clips, combining transcription with NLP scoring of the transcript.

Vehicle detection and recognition on road footage with a fine-tuned YOLOv8 model, covering dataset preparation and inference on video.

Web application generating trading signals from market data pulled over a REST API, with a Java backend and a browser front end.

Generates printable posters from a Spotify playlist: pulls track data and cover art through the Spotify API and lays it out automatically.

Multi-threaded scraper collecting job offers from listing sites with Selenium, built to keep throughput up across many pages at once.

An ESP32 device that polls a list of websites over Wi-Fi and reports their availability - an uptime monitor running on a microcontroller.