ABOUT
Builder. Thinker. Craftsman.
I care about things that last.
I build production AI systems at scale. Not demos—systems that handle 50K+ daily operations with 99.9% reliability. The kind that stay shipped.
5+ years of deep work in Generative AI, RAG systems, and enterprise AI integration. I've reduced operational costs by 60% through intelligent systems and improved reliability by 85% through architecture that respects constraints.
Most of my work starts when a business has outgrown manual processes but isn't ready to hire aggressively or rebuild everything from scratch. My role is to design systems that remove operational drag—quietly, reliably, and without introducing fragility.
I work with founders, operators, and teams who feel the pain of scale but want thoughtful solutions, not just tools.
How I Think
Constraints as Fuel
I see limitations as creative fuel, not obstacles. The tightest deadlines produce the cleanest solutions. Unlimited resources lead to bloat. Constraints force decisions—and decisions are where craft lives.
→ Prevents over-engineered, expensive systems
Value Over Code
Technical excellence means nothing without value creation. I'm not just a coder—I understand that beautiful systems no one needs are just expensive art projects. The graveyard of startups proves this daily.
→ Ensures every system serves a real business need
Output Over Hours
I value async, deep work, and trust over surveillance. The best work happens in focused blocks, not in meetings. What ships matters more than what's measured. Activity isn't progress.
→ Avoids wasted meetings and slow delivery cycles
Frameworks, Not Rules
I think in frameworks. Reversible vs irreversible decisions. Speed vs analysis trade-offs. First principles over best practices. Context determines correctness—there are no universal answers.
→ Provides flexible solutions that adapt to your context
Timing Is Everything
What works at 0→1 kills you at 1→100. Microservices before product-market fit is suicide. Monoliths at scale is suffocation. The right decision at the wrong time is the wrong decision.
→ Matches architecture to your actual growth stage
Simplicity Is Hard
Junior engineers add complexity to solve problems. Senior engineers remove it. The discipline isn't in what you add—it's in what you choose not to. Simple systems stay simple. Clever ones don't.
→ Reduces long-term maintenance costs and technical debt
Technical Expertise
AI & ML
Backend & APIs
Frontend
Database & Cloud
Want to learn more or discuss a project?
Get in Touch