Lead product measurement strategy and complex evaluation for major product areas. Own experimentation standards, design causal and Bayesian analyses, build scalable measurement systems and dashboards, drive cross-team initiatives, mentor data scientists, and influence product decisions to improve mental healthcare outcomes.

Lead measurement and decision systems for patient growth: own incrementality, design experiments, build LTV/retention/forecasting models, create trusted marketing metrics, partner with Engineering for measurement plumbing, diagnose performance shifts, influence channel allocation, and mentor growth analytics teams.

Lead engineering for Headway's Patient Core Experience to build ML-powered matching, LLM-enabled patient features, and AI-era engineering practices. Own technical strategy, roadmap, and cross-functional triads to improve patient funnel metrics while scaling and managing engineering managers and teams in a regulated healthcare marketplace.