A mountain ridge in silhouette under a deep blue sky just before sunrise, with a band of light along the horizon and a few village lights in the valley.

Samrendra Singh

I do autoresearch. I run AI agents that optimize algorithms, from GPU kernels to the quantum attack on Bitcoin’s signatures. I lead product marketing at StarkWare.

I co-authored the ECDSA.Fail paper, where open autoresearch made the core step of that attack 86% cheaper. Before StarkWare I led growth at Karnot and wrote about appchains and how blockchains store state.

Dayara Bugyal, Uttarkashi, 3,256 m.
26 April 2026, 04:47. My photo.