Projects

Selected work

Applied ML across speech, dataset engineering, and solar-radio signal detection — research through to production.

Whisper Fine-Tuning

Swiss-German ASR fine-tuning pipeline, deployed at a large Swiss company for more than one million users.

whisper-prep whisper-finetune Demo Paper

A 701-hour Swiss Parliaments Corpus, re-imagined — Swiss-German audio paired with Standard-German text.

Dataset Code Paper

An automated solar-radio-burst detector (PyTorch + ResNet-18) reaching +13% recall at matched precision versus domain experts.

Library Dataset Demo