Nakshatra Saxena

@nedwize

I work in AI research, getting language models to file US individual tax returns accurately. I built Kyoto, an LLM harness and the first system to crack TaxCalcBench v2 (TY25), a benchmark where frontier models score in the 60s.

Before this I built agent infrastructure: an orchestration framework that shipped two weeks before Anthropic released Dynamic Workflows with nearly the same design, plus agentic memory for voice-AI hardware (sub-200 ms recall), always-on assistants, and browser automation agents. In 2025 I also built Brain, an app that remembers everything for you (now archived).

Earlier, I did product engineering at Peerlist and Verak (YC W21, acquired by InsuranceDekho).

You can reach me at nakshatra163@gmail.com or on X and GitHub

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