Andrey Risukhin

Self-Improving (Coding Droids)+ at Factory.

B-system bayan right-hand button sketch

I work on recursive self-improvement of coding Droids at Factory in San Francisco. My research interest is implicit feedback: improving systems from how users behave, without asking them for explicit ratings.

Previously a Founding Member of Technical Staff at Perceptron AI on multimodal video data, and a research intern at Contextual AI on automatic prompt tuning for RAG. B.S. and M.S. from the Paul G. Allen School at the University of Washington. Deferred a CS Ph.D. indefinitely at UIUC under Tal August.

In my free time, I learn to play accordion and teach myself music theory. I write, sketch, and go to parks.

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San Francisco, CA

news

May 02, 2026 Joined Factory 🏭 in San Francisco! Wrote a reflection on the last year.
Jun 09, 2025 Joined Perceptron AI full time! Deferred PhD program to 2026.
Apr 21, 2025 I get to spend spring/summer in WA working on data at Perceptron AI! The team is great and the problems are hard, aligned with my research interests.
Apr 15, 2025 I’m eager to join UIUC in the fall! Looking for spring/summer work aligned with my research interests.
Apr 07, 2025 New website! Porting over information throughout the next few weeks 🚧

selected publications

  1. ColorMaze_neutral_frozen_leader_short.gif
    ColorGrid: A Multi-Agent Non-Stationary Environment for Goal Inference and Assistance
    Andrey Risukhin, Kavel Rao, Ben Caffee, and 1 more author
    2025