PAVAN TRINATH VUTUKURUA human.
A human.
A few hidden layers.
I build AI that decides, acts, and knows when to ask.
AI R&D @ Robinhood · previously xAI, Liftoff, eBay
pavan.language.interfaceAWAITING TOKENS
human in the loop.
Type something about me.
I’ll try to be helpful before becoming sentient.
AI answers can be mistaken. Submitted questions go to Google Gemini; please keep personal information out.
0 tokens, approximately.Local word matching · no LLM calls
*Online is a state of mind. Try a typo. Or ask for coffee.
THE LEARNING CURVESame curiosity.
Same curiosity.
Different loss functions.
Pick a job. Open a branch. Follow the skills that came with it.
Time → · curve is a story, not a performance metric
TOOLS OF THE TRADE
Python / Go / Java · PyTorch / JAX · Triton / ONNX · Kubernetes
NOTES FROM THE LOOPStill thinking.
Still thinking.
Not yet publishing.
Production AI, useful agents, and the occasional questionable analogy.
204 / NO CONTENT. YET.
The first post is still in pretraining.
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