Skills

Owning ambiguous integration surfaces, aligning teams around workable contracts, and keeping systems coherent through pivots.

Turning open technical questions into structured arguments, papers, notes, and implementation-oriented explanations.

Moving between software, mechanisms, fabrication constraints, and experimental prototypes without treating them as separate worlds.

Shipping model-backed mobile experiences, including on-device inference and mobile-facing AI infrastructure.

Building usable products end to end, from data model and API through frontend, deployment, and iteration.

Designing and shipping AI systems that connect models, tools, memory, product workflows, and evaluation loops.