AI adoption, experiment to production
From proof of concept to production: LLM solution design, evaluation and guardrails, and AI agents with tool-use (MCP), tuned for cost and latency, rolled out across a product line.
see result →Global Product Lead
I help companies put AI to work, from LLM solution design and evaluation through enterprise integration and launch. Over five years across software engineering, product, and design in Tokyo, I lead AI-adoption initiatives and translate them for the people who sign off.
AI Enablement · Systems Integration · Technical Advisory
From proof of concept to production: LLM solution design, evaluation and guardrails, and AI agents with tool-use (MCP), tuned for cost and latency, rolled out across a product line.
see result →New product lines built from the ground up, hardware included, from customer-journey mapping and product design through prototyping and vendor selection to launch, with user feedback looping back into the roadmap.
see result →Enterprise systems and platforms connected through APIs, live data feeds, and channel integrations that expand distribution and reach.
see result →Advising the executive team and shipping reliably, weighing options with due diligence, turning trade-offs into decisions, and owning quality from review to go-live.
see result →Press & references
Programs & community
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