portfolio

Designed an organizational framework to guide real-world adaptation of deployed AI agents across high-stakes tasks.

Led product strategy and early stakeholder alignment for a benchmark to evaluate AI risk and reliability across domains.

Developed and deployed a framework to evaluate AI agents against human teams in financial services.

Led human feedback and evaluation for a large-scale generative AI imagery tool, ensuring policy alignment and safe public rollout.

Developed product strategy and funding models to scale AI evaluations and benchmarking in pharmaceutical R&D.