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Judy Guo
Technical Project Manager  ·  PMP  ·  AI-Assisted Development
Burnaby, BC, Canada
[email protected]
linkedin.com/in/judy-guo-pm
openreminders.com/resume
Professional Summary

Technical Project Manager with 15+ years delivering enterprise IT products across AI, NLP, Big Data, and financial services in China and North America. Track record of leading cross-functional teams of 10–30, managing $500K+ project budgets, and shipping platforms that serve millions of users. Improved chatbot accuracy from 78.6% to 91% within 6 months at FESCO Adecco. PMP-certified, hands-on with Claude Code, ChatGPT, Cursor, and OpenRouter for AI-assisted development.

Work Experience
Technical Project Manager Jan 2026 – Present
VinAudit — North America  · Automotive data & vehicle history SaaS platform
  • Leveraged AI tools (ChatGPT, Claude Code, Cursor, OpenClaw) for vibe coding and rapid prototyping, reducing sprint delivery time by ~30%.
  • Built and deployed internal automation scripts using AI-assisted workflows, eliminating 15+ hours/week of manual effort across a 6-person team.
  • Coordinated cross-functional product development across 3 teams, restoring momentum to previously stalled initiatives and delivering 2 major releases on schedule.
  • Received unreserved letter of endorsement from CEO & Founder for exemplary leadership and technical aptitude.
Independent Consulting & AI Development May 2023 – Dec 2025
Vancouver, BC, Canada
  • 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.
Innovation Project Manager Dec 2022 – May 2023
bp (British Petroleum) — China Innovation Hub  · Fortune 10 global energy major
  • Managed EV charging site planning, mobile cafeBot, and unmanaged retail store POC projects across 3 product lines simultaneously.
  • Defined digital innovation vision & strategy for BP China; scanned emerging tech trends to identify high-value opportunities.
Chatbot Technical Project Manager Apr 2022 – Oct 2022
FESCO Adecco Tech  · China's leading HR tech joint venture (FESCO × Adecco Group)
  • Managed end-to-end delivery of ChatBot solutions across WeChat, DingTalk, and enterprise channels, serving 50,000+ monthly active users.
  • Designed 30+ multi-round dialogue scenarios and 200+ FAQs; launched within 3 months, 2 weeks ahead of schedule.
  • Improved chatbot accuracy from 78.6% to 91% within 6 months through iterative training and optimization.
NLP Platform Technical Project Manager Sep 2019 – Mar 2022
Taiping Financial Technology  · Fintech subsidiary of China Taiping Insurance, Fortune Global 500
  • Led a team of 12 engineers to build a one-stop NLP platform: intelligent Q&A, knowledge graph, smart search & recommendation, voice recognition (ASR/TTS).
  • Owned full product lifecycle from requirements through deployment and O&M, supporting 8 internal business lines.
  • Won Innovation Bronze Prize (2020) and Second Prize (2021); granted 1 National Patent.
Big Data Platform Technical Project Manager Apr 2017 – Aug 2019
China Pacific Insurance  · China's 2nd-largest P&C insurer, Fortune Global 500
  • Built Customer Credit Digital Magic Cube integrating financial, payment, insurance, and telecom data for marketing & risk scoring, processing 200M+ records daily.
  • Developed Auto Parts Price Analysis Platform for dynamic pricing and market monitoring, saving $2M+ annually in claims costs.
  • Recognized as Top 10 Innovation Project at Pacific Insurance Property Insurance (2017).
ETL Leader & Test Leader Apr 2011 – Apr 2017
Shanghai Hewlett-Packard  · HP enterprise IT & data management division
  • Led Enterprise Data Warehouse spin-off: data migration, ETL redesign, and structural changes across corporate systems, managing a team of 8.
  • Managed full QA lifecycle for HP Service Manager (ITIL-based): strategy, automation, defect tracking, and release sign-off.
Senior Test Engineer — Microsoft MSN Tools Oct 2009 – Apr 2011
Shanghai Pactera  · Microsoft Gold Partner, software QA & development
  • Delivered full QA coverage for Microsoft MSN Toolbar and MSN SEO Tool releases; automated test scripts in C#.
Technical Skills
Project Management PMP, Agile/Scrum, Waterfall, Risk Management, Stakeholder Management, POC Delivery, ITIL AI / NLP / GenAI ChatGPT, Claude Code, Cursor, OpenRouter, NLP, ChatBot, Knowledge Graph, Intelligent Search DevOps & Tools Jira, Confluence, Slack, ClickUp, Git, CI/CD, Docker, Postman, API Testing Cloud AWS (EC2, S3, Lambda, RDS), Azure (DevOps, App Service), GCP (BigQuery, Cloud Functions) Databases & Big Data MySQL, Oracle, MongoDB, ElasticSearch, Milvus, Hadoop/HDFS, Hive, SAS, IBM Cognos Languages Python, Shell, SQL, C# (earlier career)
Education & Certifications
PMP — Project Management Professional Certified
Project Management Institute (PMI)
Bachelor of Science — Computer Science 2008
Shandong University