Bridging the Gap Between AI Strategy and Operational Reality
I architect the systems, data pipelines, and change management frameworks that enable distributed organizations to adopt AI at scale.
The Intersections
I work across domains that rarely talk to each other. The value is in synthesis—combining frames to see what specialists miss.
AI Strategy & Governance
Bridging domain research with practical risk frameworks. I translate what academic literature says about AI in Legal, Finance, Healthcare, and Manufacturing into actionable governance using NIST AI RMF and industry-specific compliance requirements.
Systems & Data Architecture
Designing the plumbing that supports intelligent operations. Marketing automation architecture, BigQuery data pipelines, distributed CRM systems, and automated workflows that handle 20K+ record datasets across multi-location portfolios.
Change Management
Driving organizational adoption—not just building the system, but ensuring it gets used. I've led technology rollouts across 7 to 50+ locations, turning pilot projects into operational standards across $100M+ portfolios.
See the Work
Let's Talk
I partner with organizations navigating the gap between AI capability and operational readiness. If you're planning a transformation initiative or evaluating how AI fits into your distributed operations, let's start a conversation.