About
I work on human ability modeling to surface execution risk for high-growth teams. The focus is on real cognitive behaviors in production environments rather than resumes or interviews. Prior to that, my focus in on the structure of general intelligence. I used math models to unify phenomena spaces such as abstraction, language, and reasoning. My thinking style emphasizes structural purity, which helps penetrate cyclic contradictions and escape natural language limitations. I productized a subset of the research into a non-linear human-AI interface that optimizes thought efficiency and accelerates cross-domain understanding. This implementation achieved 85% monthly retention with 0 CAC in the self-learning market.
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