A /now page is a place to share what you're focused on at this moment in your life.
Learn more about /now pages.
Building
- Volta — My Rust tensor library and autograd engine. Working on
backward pass implementation and tensor broadcasting operations.
- This site — Continuously improving the portfolio, adding blog content,
and refining the design.
Learning
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Going deeper into ML systems — how training loops actually work, optimizer internals,
and efficient gradient computation.
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Rust ownership and lifetime patterns. The learning curve is real but worth it.
Working
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Contracting as an AI Model Trainer at DataAnnotation.tech, doing RLHF
on LLM outputs for programming and mathematical reasoning tasks.
Reading
- Papers on transformer architectures and efficient attention mechanisms
- simonwillison.net for the best articles on AI-assisted development
- Various ML systems research papers
Location
Based in NYC, New York. Open to remote roles and local opportunities.
Last updated: March 17, 2026