Blog

Field notes, thoughts, experiments, and shipping lessons from production ASR and NLP work and other cool stuff at work.

2026

From Telegram pings to automated calorie tracking and agentic coding-how OpenClaw changed my relationship with AI.

Exploring the counter-intuitive relationship between training loss and Word Error Rate (WER) during Whisper fine-tuning.

How decoder cross-attention weights can be used to create high-precision token-to-time alignments without external models.

Solving the Overcooked Game with PPO.

Competing at the top of the Numerai tournament with live-deployed ML models

Presentation about Fine-tuning Whisper for Swiss-German at SwissText 2025

Science Publication: We segment and extract transient oxygen ‘dips’ from bioluminescence recordings using semi-NMF.