curiosity led research, engineering notes, and occasional thought dumps.

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  1. starting at minus one
  2. reading notes: dissecting molmoact2
  3. uncertainty quantification as the first step toward observable robot policies
  4. building a 15$ robot arm that learns to pick things up
  5. what transfers when nothing matches
  6. speedrunning embodied ai as a software engineer
  7. building and breaking llms from scratch
  8. reflections, 2025
  9. building a language instructed robotic assistant
  10. software engineering in 2025 and beyond
  11. why bangalore
  12. reflections, 2024
  13. hello world