Projects

Selected Projects

Applied ML work across speech, dataset engineering, and solar radio signal detection.

Whisper Fine-Tuning

Impact: Deployed at a large Swiss company for more than one million users.

whisper-prep • whisper-finetune • Demo • Paper

SPC_R Dataset

Result: 701-hour Swiss Parliaments Corpus Re-Imagined with Swiss German audio and Standard German text.

Dataset • Code • Paper

e-Callisto Solar Radio Bursts

Result: Automated SRB detector (PyTorch + ResNet-18) achieved +13% recall at matched precision versus domain experts.

Library • Dataset • Demo