The Journey

Leading product strategy for MSCI's wealth management suite serving global private banks ($3T+ AUM). Built and deployed LLM-powered tools adopted by 4,000+ engineers, improving velocity 5× for select teams. Transformed Fabric's US-focused application into a global-scale platform for the world's largest institutions.

After years building enterprise tools for institutions, I'm bringing those capabilities to individuals. The Prometheus Group is an ecosystem spanning finance, health, and learning—each designed to give people the measurement, memory, and means to run their own experiments and create what they're passionate about.

I wore every hat at Fabric: Quant Analytics building the core product, Sales Engineer/PM delivering 300+ demos to learn what customers actually needed, Product & Customer Success closing the feedback loop (95% retention, <2 hour implementation), and COO scaling from first customer to exit (10× AUM growth, $7.5M raised, $500B+ in closed deals).

As an Investment Analyst in biotech, I learned the fundamentals of how great companies operate versus poor ones—good companies drive outcomes relentlessly, poor ones focus on hiding problems. When I needed better risk management tools, I built them from scratch. That's when it clicked: I could create the tools that should exist. Started Fabric in 2017 while finishing my MS in Finance.

My foundation came from diverse experiences: Installing internet and teaching nurses to use new medical record systems at Lantis Enterprises, then aggregating their feedback to help the software company improve UX. Building ultrafast laser systems at KMLabs (4 years). Reducing customer onboarding time 50% at HealthMEDX. Studying Electrical Engineering + Math at SMU. Mission work building homes and teaching children.