About / Frank Lee

A builder first.
An observer through practice.

My career has moved from search-engine infrastructure to online education, independent ventures, and enterprise AI. The common thread is turning emerging technology into systems, products, and organizations that work.

What I bring

From deep infrastructure to new ventures—and now, AI in production.

I combine an engineer’s systems thinking, a founder’s bias toward action, and an operator’s respect for execution. That range lets me move between technology, product, business, and teams without losing sight of how the pieces fit together.

AI into operations

I connect model capabilities with real workflows, business constraints, and measurable implementation paths.

Zero-to-one building

I’m comfortable moving from an uncertain thesis to product definition, prototype, team, and execution.

Deep technical judgment

My foundation in large-scale search systems helps me reason from architecture—not just from product narratives.

Technology leadership

I’ve led through startup ambiguity, rapid growth, platform shifts, and the demands of a public-company journey.

Experience

Built across the stack.

Six chapters. One continuous practice of turning technology into progress.

Now

Enterprise AI Agents

AI Practitioner & Advisor

Helping enterprises turn large language models into useful AI Agents—from identifying high-value workflows and redesigning processes to implementation, integration, and production deployment.

Agent strategyWorkflow designImplementation

Previously

AI Applications in GEO

Co-Founder · Independent Venture

Co-founded an independent venture exploring AI applications in Generative Engine Optimization, translating an emerging shift in how information is discovered into a focused product direction.

0→1 ventureAI productMarket insight

Previously

Web3 Ads Platform

Co-Founder · Independent Venture

Built a Web3 advertising platform from the ground up, bringing together product strategy, technical architecture, ecosystem understanding, and the uncertainty of an emerging market.

Platform productWeb3Technical strategy

Previously

CodeMeteors

Founder · Independent Venture

Created and operated a venture incubator for turning ambitious ideas into real products—supporting the journey from early thesis and prototype to team formation and execution.

Venture incubationProduct buildingFounder coaching

Previously

GOTU

Technical Director · Online Education

Joined the entrepreneurial journey and helped grow the company from an early-stage online education startup to a public company listed on the New York Stock Exchange, leading technology through rapid scale and organizational change.

Technology leadershipHypergrowthNYSE journey

Earlier

Baidu

Core R&D · Search Engine

Designed core architecture for large-scale web crawling and web index construction—the foundational systems that continuously discovered, processed, and organized the web for Baidu Search.

Distributed systemsSearch infrastructureCore architecture