Machine-readable resume — fetched and edited by AI agents (Claude, Cursor, ChatGPT) through the cv-pro CLI or MCP. Also served as raw JSON at /lawted.json.
{ "username": "lawted", "header": { "name": "Mingze Wu", "tagline": "Forward Deployed Engineer & technical founder (HA7CH). I embed with frontline operators, rebuild their workflows as AI-native systems, and ship them into production end-to-end — 10+ live AI products. Bilingual (Mandarin / English)." }, "personalInfo": { "email": "lawtedwu@gmail.com", "location": "China (open to relocate / immediately available)" }, "experience": [ { "company": "Shipform", "role": "Forward Deployed Engineer", "startDate": "2026-03", "endDate": "2026-05", "bullets": [ "Embedded on-site for ~2 months at a Shenzhen freight forwarder, working alongside frontline operators to map the bill-of-lading workflow and rebuild it as an AI-native system.", "Drove an ~80% lift in coordinator throughput and a projected ~64% cut in headcount cost once the system was live in operators' daily workflow.", "Built and shipped the full stack solo — web SaaS, browser extension, and CLI (Gemini 3.0 Flash for document parsing) — from zero to live operations.", "Documented the full forward-deployed playbook as a reusable, public practice." ], "tags": [ "Forward Deployed", "Gemini 3.0 Flash", "Document Parsing", "Web SaaS", "Chrome Extension", "CLI" ] }, { "company": "HA7CH (ha7ch.com)", "role": "Founder / Technical Founder", "startDate": "2024-01", "endDate": "Present", "bullets": [ "Shipped and operate 10+ production AI tools on one repeatable playbook — find a real workflow, embed AI, ship it, run it — including cv-pro (living online resume + live MCP server at cv.ha7ch.com/api/mcp), apply-pro (grad-application autofill + Chrome extension), job-pro (China big-tech job-search CLI), and carrier-si-autofill (carrier/shipping-line SI autofill).", "Productized the FDE methodology itself into fde-pro, a published, installable AI skill that reads a resume to diagnose FDE fit and prescribe growth.", "Built each product 0-to-1 (agent architecture, prompt engineering, context/tool design) and run the production infra myself — Cloudflare Workers, Vercel, Supabase, MCP server — reusing shared methods, components, and conventions across all of them.", "Grew an FDE practitioner community: ~186 Xiaohongshu posts since 2026-01 (~4.4M impressions, ~31K likes & saves, 7,500+ followers), a 2,000+ member community, and closed-door Ha7ch FDE Meetups in Shenzhen / Shanghai / Hangzhou / Beijing — influence-led leadership, not people management." ], "tags": [ "Founder", "Agent Architecture", "Prompt Engineering", "MCP", "Cloudflare Workers", "Vercel", "Supabase", "Community" ] }, { "company": "Stanford University — Cohen & Sahami Lab, Stanford HAI", "role": "Research Assistant (full-time)", "startDate": "2025-04", "endDate": "2026-04", "bullets": [ "Built an AI agent that scrapes study-abroad data (programs, deadlines, admissions signals) and applies LLM reasoning to produce personalized program recommendations.", "Designed and ran controlled experiments with CS and Psychology faculty — defining the evaluation metrics and methodology for recommendation quality, instrumented to track longer-term student outcomes." ], "tags": [ "AI Agent", "LLM Reasoning", "Controlled Experiments", "Evaluation" ] }, { "company": "Alibaba", "role": "Front End Engineer", "startDate": "2022-12", "endDate": "2025-06", "bullets": [ "Designed UI and information architecture for an enterprise data-management platform used by thousands of internal engineers.", "Built a multi-dialect SQL editor with real-time syntax feedback, adopted in production.", "Created a TailwindCSS design system and drove its adoption across multiple teams, unifying UI and internal workflows." ], "tags": [ "React", "TypeScript", "TailwindCSS", "Design System", "Enterprise UI" ] }, { "company": "Minimax", "role": "Full-Stack Engineer Intern", "startDate": "2022-10", "endDate": "2022-12", "bullets": [ "As the team's second front-end hire, solo-led the early front end of Glow — a shipped, ChatGPT-style consumer LLM mini-program.", "Integrated Umeng behavior analytics to drive early product iteration." ], "tags": [ "Full-Stack", "Consumer LLM", "Mini-Program", "Analytics" ] }, { "company": "Tencent", "role": "Full-Stack Engineer Intern", "startDate": "2021-04", "endDate": "2022-10", "bullets": [ "Designed and built an internal platform that streamlined workflows for an AI/algorithm team.", "Partnered with algorithm researchers to build a parameter-tuning UI, with reusable components and design principles for scale." ], "tags": [ "Full-Stack", "Internal Tooling", "AI/Algorithm Team" ] } ], "education": [ { "school": "Harvard University", "major": "Design Engineering", "degree": "Master in Design Engineering (MDE) — Admitted; U.S. visa denied, not enrolling", "startDate": "2026", "endDate": "2028" }, { "school": "Queen Mary University of London", "major": "Telecommunications Engineering & Management", "degree": "BSc (Engineering)", "startDate": "2019", "endDate": "2023" } ], "projectsRecent": [], "projectsDetailed": [ { "title": "Proactive AI for Collaborative Story Writing", "type": "Research Project", "startDate": "2026-01", "award": "Accepted at ACM CHI 2026 (Papers)", "bullets": [ "Built end-to-end a Wizard-of-Oz experiment platform for proactive AI writing assistance (study workflow, interface logic, data instrumentation).", "Co-developed the study design and contributed to the paper through to ACM CHI 2026 acceptance." ], "tags": [ "Wizard-of-Oz", "Proactive AI", "HCI", "Experiment Platform" ] }, { "title": "Immersive Personal Website (lawted.tech)", "type": "Independent Project", "startDate": "2025-09", "url": "https://www.lawted.tech", "award": "Awwwards Honorable Mention", "bullets": [ "Built a 3D interactive portfolio with motion, storytelling, and WebGL, earning international visibility." ], "tags": [ "Three.js", "WebGL", "Motion", "3D" ] }, { "title": "PUA Game", "type": "Independent Project", "startDate": "2025", "url": "https://pua-game.lawted.tech", "bullets": [ "Built an LLM-driven interactive narrative game with branching generative storylines." ], "tags": [ "LLM", "Interactive Narrative", "Generative" ] } ], "skills": [ { "name": "AI / LLM", "items": [ "Agent Architecture", "Tool Use", "MCP", "Prompt Engineering", "Document Parsing", "RAG", "Evaluation", "Vector DB", "Gemini (incl. Gemini 3.0 Flash)", "GPT", "Claude" ] }, { "name": "Cloud & Infra", "items": [ "Google Cloud", "Cloudflare (Workers)", "Vercel", "Supabase" ] }, { "name": "Full-Stack", "items": [ "React", "Next.js", "Three.js", "TypeScript", "Python", "Node.js" ] }, { "name": "Research & Methods", "items": [ "Human-Centered Design", "Controlled Experiments / Evaluation", "Prototyping", "Usability Testing" ] }, { "name": "Languages", "items": [ "Mandarin (native)", "English (fluent)" ] } ], "contact": [ { "label": "Website", "url": "https://lawted.tech" }, { "label": "HA7CH", "url": "https://ha7ch.com" } ], "meta": { "updatedAt": "2026-06-28T19:21:37.887Z" } }