About
I build AI systems that teams actually use
Engineer by training. Strategist by practice. Builder by choice.
What I focus on
AI strategy, operating model design, and product execution that improves decision velocity, trust, and measurable outcomes.
How I work
I start with business friction, design human-in-the-loop systems, and scale through governance, adoption loops, and clear metrics.
Career Arc
Force Multiplier
Program Management, AI Strategy, Operations
Spotting enterprise bottlenecks: the slow handoffs, the manual loops, the decisions that take weeks. Building smart, deterministic systems that eliminate them. AI is the force multiplier; the strategic and technical foundation is what makes it work.
The Double Down
MBA + MIS
Identified the gap between business fluency and technical depth; went back to close both. An MBA and a Master's in Management Information Systems, running in parallel.
Signal & Structure
Strategy Consulting + Product Building
Advised clients as a management and strategy consultant while building tech-enabled products from scratch: predictive maintenance models, digital twin applications, subscription platforms for consulting libraries. That was the first time I was doing both at once.
The Foundation
Engineering
Four years building the core instinct: break any problem into its smallest parts, reason from first principles, and trust the numbers. Engineering school teaches you calculus and circuits, but more than that, it teaches you how to reason.