Andreas Sterbenz
- Role
- Member of Technical Staff at Dyna Robotics
- Location
- San Francisco, CA, US
- LinkedIn followers
- 500 followers
Experience
Member of Technical Staff
Dec 2024 — Present · San Francisco, CA, US
Owned ML infrastructure and training platform - Built the company’s ML training infrastructure from scratch across cloud and GPU platforms, covering cluster management, data caching, observability, and cost optimization- Added a second GPU provider to reduce cost, improve availability, and support a multi-provider training platform- Improved training throughput by resolving PyTorch bottlenecks in open-source model integrations, and reduced inference latency with a system based on AI-assisted code translation- Improved reliability and researcher productivity through distributed training work, faster data loading, reproducible environments, better debugging support, and stronger testing and CI.
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