- Train / fine-tune VLAs and robot foundation models
- Run data-quality ablations and scaling studies
- Publish papers and benchmarks
- data curation, filtering, formats, evals on real robots
- experience training IL/VLA policies at scale
- First-author publications (CoRL/ICRA/IROS/RSS/NeurIPS) or equivalent strong open-source work
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