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Try the Demos (coming soon)
A self-governing AI agent that evaluates, adapts, and improves product ecosystems in real time
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Notes from building and reasoning with intelligent systems
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I design evaluation pipelines, governance mechanisms, and full-stack workflows that that turn technology into reliable, user-facing experiences help teams make evidence-based launch decisions. My work ranges from developing data-driven systems and user-centric platforms to shaping content ecosystems and governance models, always focused on the dynamic balance between user value, long-term product vision, market signals, and technological boundaries.
**Resume⬈**
**LinkedIn⬈**
**Medium⬈**
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I had the privilege of working with
I build at the intersection of AI systems, product strategy, and human experience. My career so far has been a series of explorations across AI, fintech, AR, IoT, and Web3—each time driven by a single question: How do we turn complex technology into something people can actually trust, use, and benefit from?
I’ve led projects ranging from AI-driven agritech platform (Aigen) to on-chain creator ecosystems (Marble), automotive AI-AR systems (Neusoft), and fintech dispute-resolution tools (Money Never Expired). What ties these together is not the industry, but the approach: I design evaluation frameworks, governance models, and scalable workflows that balance user value, product vision, and technical constraints.
I gain my foundation from college in architecture. It ****gave me an unusual advantage—I learned early how people move through, feel about, and interact with spaces. That same lens now informs how I design digital systems: products should feel intuitive, trustworthy, and aligned with how people actually think and behave, not how we wish they would.
Outside of product work, I’m also a competitive *poker tournament player* (view my score). It sharpen my ability to weigh risk, model incentives, and make evidence-based bets—skills that mirror the decisions we face in product strategy every day.
I’m genuinely excited to meet others who are building at the frontier of AI and product. If any part of my work or perspective resonates with you, I’d love to hear from you—whether it’s to exchange ideas, share experiences, or explore ways we might collaborate.
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