Judy Guo
15+ years leading IT projects across AI, big data, and enterprise software — from China to North America. I bridge technical depth with stakeholder communication to deliver complex products on time.
Turning complexity into clarity
I'm a Technical Project Manager with 15+ years delivering enterprise IT products across AI, big data, financial services, and energy — in both China and North America.
My career spans the full technology stack — from hands-on software testing and ETL development at HP and Microsoft, to leading AI/NLP platforms at Taiping Financial, driving innovation strategy at bp, and shipping AI tools at VinAudit.
Across my career I've managed cross-functional teams of 10–30, overseen $500K+ project budgets, and delivered platforms serving millions of users — always focused on translating technical complexity into clear timelines, measurable outcomes, and stakeholder confidence.
I'm a hands-on believer in AI-assisted development — I actively use ChatGPT, Claude Code, Cursor, OpenClaw, OpenRouter, and OpenAI APIs for vibe coding, rapid prototyping, and productivity workflows. I build and self-host my own tools, including this site.
Career Timeline
15+ years across AI, data engineering, and enterprise project management
- Applied ChatGPT, Claude Code, Cursor, OpenClaw, OpenRouter & OpenAI for vibe coding and rapid prototyping, boosting team productivity.
- Built and deployed internal tools and automation scripts using AI-assisted workflows, reducing manual effort.
- Drove cross-functional product initiatives, restoring clarity to stalled projects and establishing AI best practices for the team.
- Built and launched OpenReminders — a self-hosted modular platform (FastAPI, Docker, GitHub Actions, CI/CD), demonstrating end-to-end full-stack delivery.
- Explored and documented AI-assisted development workflows using Claude Code, ChatGPT, Cursor, and OpenRouter — practices now actively applied at VinAudit.
- Achieved CLB 8 English certification (2025); relocated family to Vancouver in March 2023 and integrated into the North American tech ecosystem.
- Owned digital innovation strategy for BP China; scanned emerging tech trends to identify high-value opportunities.
- Delivered EV charging site planning, mobile cafeBot, and unmanaged retail store POC projects end-to-end.
- Managed end-to-end delivery of ChatBot solutions across WeChat, DingTalk, and enterprise channels.
- Designed 30+ multi-round dialogue scenarios and 200+ policy FAQs; launched within 3 months.
- Led one-stop NLP platform: intelligent Q&A, knowledge graph, smart search & recommendation, voice recognition.
- Owned full lifecycle: requirements, design, development, testing, deployment, and O&M.
- Built Customer Credit Digital Magic Cube integrating financial, activity, and telecom data for marketing & risk.
- Developed Auto Parts Price Analysis Platform for dynamic pricing and market monitoring.
- Led EDW spin-off: data storage migration, ETL redesign, and structural changes across corporate systems.
- Owned full QA lifecycle for HP Service Manager (ITIL-based): strategy, automation, defect tracking, sign-off.
- Full QA coverage for Microsoft MSN Toolbar and MSN SEO Tool; wrote automated test scripts in C#.
- Tested Microsoft Dynamics AX ERP across functional, regression, security, and performance test types.
- Developed automated test scripts in C# and managed defect lifecycle end-to-end.
Technical Expertise
A broad stack built over 15 years across AI, data, and software engineering
Notable Work
Award-winning projects across AI, big data, and digital innovation
Self-hosted modular digital hub. FastAPI + Docker + nginx + GitHub Actions CI/CD. Multi-service plugin architecture with automated deployments to personal server.
Led innovation portfolio: EV charging site planning modelling, mobile cafeBot, and unmanaged retail store POCs. Defined digital innovation vision & strategy for BP China.
AI chatbot platform with text, voice reception & call-out robots across WeChat, DingTalk, and enterprise channels. 30+ multi-round dialogue scenarios, 200+ FAQs.
One-stop NLP platform providing intelligent Q&A, knowledge graph, smart search & recommendation, and voice recognition services to front-end business apps.
Big data platform integrating internal & external customer credit data — financial, payment, asset, insurance, activity, and telecom — for marketing and risk management.
Complex EDW migration for corporate spin-off: data storage restructuring, ETL redesign, full QA lifecycle for HP Service Manager (ITIL-based).
Let's Connect
Open to Technical PM, Product Manager, or AI Program Lead roles in North America.