I Build Intelligent Systems That Scale.
Founder, product architect, and AI systems builder. Enterprise experience. Startup execution.
From Enterprise Scale to Founder Execution
Enterprise Foundation
Inside these environments, I led large-scale system initiatives, solved complex platform challenges, and aligned cross-functional teams.
Founder Execution
Now I build AI-powered products that are:
- High-trust
- Explainable
- Structured
- Scalable from day one
What I Build
Founder-built AI products — from zero to production.
SearchStrata.com
Visit →AI-powered strata (condominium) document analysis platform designed to help buyers and property owners quickly understand complex strata packages.
- Upload and analyze strata documents (PDF/ZIP)
- Extract financial health indicators (CRF, budgets, special levies)
- Flag litigation, disputes, building condition risks
- Analyze insurance coverage
- AI-powered Q&A over uploaded documents
- Citation-backed responses for trust and explainability
Founder & Product Architect
HomeForPup.com
Visit →Community-driven platform for pet owners and breeders.
- Product-first marketplace thinking
- Community design
- User engagement architecture
- Founder-led product strategy
Founder & Product Architect
Enterprise Experience
Scale, complexity, and systems thinking — proven at the highest level.
Expedia Group
Built and contributed to large-scale platform initiatives across distributed systems and data ecosystems.
Walmart
Worked within one of the world's largest retail infrastructures, navigating scale, performance, and reliability challenges.
CNN
Operated in high-traffic, media-scale systems where resilience and uptime are critical.
Shutterstock
Contributed to content platform systems powering one of the world's largest creative marketplaces.
Global Experience
Building products and leading teams across international markets — adapting to diverse cultures, regulations, and user expectations.
How I Think
Principles that guide every system I design and every product I build.
“AI must increase clarity, not hallucinate confidence.”
“Trust is the foundation of intelligent systems.”
“Platforms outperform isolated tools.”
“Scale exposes architectural shortcuts.”
“Founder velocity comes from technical depth.”
Writing & Insights
Thinking on AI, platform strategy, and building systems that last.
Trusted AI Systems
Building AI that users can verify and trust. Why explainability isn't optional — it's the product.
Read →Platform Unification
Why unified platforms beat point solutions. The compounding advantage of shared infrastructure.
Read →Context-Aware Data Ecosystems
Designing data systems that understand context, not just store records. Making data work harder.
Read →Governance as Leverage
Using governance to accelerate, not slow down. Turning compliance into a competitive advantage.
Read →Long-Term Systems Design
Architecting for the decade, not the quarter. Building systems that compound in value over time.
Read →Core Competencies
The intersection of AI engineering, platform thinking, and product execution.