π Stuttgart β NYC | π Co-founded Vimeo's Applied ML team
Building ML systems for video and audio. Previously Principal ML Engineer at Vimeo, shipping AI features to 450k daily uploads.
Dabbling in OSS while exploring what's next.
kubernetes - Check rollout status across multiple deployments at once
PufferLib - Train agent to dock spacecraft in orbit with RL
datadog-agent - Cut GPU monitoring overhead by 9β23x, freeing ~250ms of CPU per second on 8-GPU nodes- π microrlhf - Dependency-free RLHF in Python, fine-tuning GPT to generate Tolkien-style names. Inspired by @karpathy's microgpt
NeMo-RL - Eliminate a multi-GPU bottleneck in distributed RL training
tunix - Catch silent sample loss in micro-batches during JAX RL fine-tuning
transformers - Faster tokenization for multilingual models
vllm - 2.5x faster tensor copies during inference batching- π¦ LlamaFactory - Support mixed-modality inputs (image, video, audio) during LLM fine-tuning
verifiers - Accurate scoring metrics across rubrics for RLHF
PathOfBuilding - Fixed Coiling Whisper disabling all curses
Bugcrowd - Reporting vulnerabilities through bug bounty programs




