Applied AI systems
Evaluation, context layers, and agent workflows designed around adoption—not demo theater.
Professional experience
I lead teams that turn messy data and emerging AI capabilities into systems that drive revenue, improve decisions, and get used—from board-level strategy through production.
Evaluation, context layers, and agent workflows designed around adoption—not demo theater.
Building capable teams, useful operating rhythms, and measurement that changes decisions.
Pricing, retention, growth, and sales systems grounded in customer behavior and economics.
Turning ambiguous mandates into a first working system, a clear story, and a team that can scale it.
Moving fluently between boards, founders, technical teams, and the people doing the daily work.
Python, SQL, TypeScript, and modern AI tools—enough depth to prototype, inspect, and unblock.
I use these to prototype, inspect, and unblock—not as a substitute for the engineering and data teams I lead.
Fuqua School of Business · Strategy & Finance · 2017
Goizueta Business School · Marketing & Russian · 2009