Experience
Product Manager II → Senior Product Manager (L62 → L64), Edge Mobile
Apr 2021 – Present
Microsoft, Suzhou
Promoted twice in 5 years for exceptional impact on data strategy, product analytics, and growth
Data Products & Analytics
- Built AI evaluation framework from scratch: designed data pipelines for dataset generation, validation, and automated scoring — enabling data-driven quality decisions across 4 AI features
- Designed and maintained product analytics dashboards tracking DAU, retention, funnel conversion, and feature adoption KPIs; used insights to drive roadmap prioritization
- Built AI feature funnel (exposure → trigger → completion → retention) to identify drop-off points; data analysis led to smart nudge system that increased trigger rate by +35%
- Established A/B testing framework with primary/guardrail metrics; reduced experiment decision cycles from 2 weeks to 3 days
Cross-functional Leadership & Change Management
- Led Copilot Mode integration across 5+ teams (Product, Engineering, Design, Marketing, Search) — defined universal metrics, set Non-Goals to prevent scope creep, and ran weekly Council Reviews
- Drove adoption of AI features through contextual nudge + progressive disclosure strategy, resulting in +2.5M DAU and 7-day retention +12%
- Led iPad product strategy redesign: data analysis → competitive benchmarking → UX overhaul; achieved +30% DAU, +3pp D28 retention
- Mentored 4 interns and 3 junior PMs/devs; Women in Leadership program mentor
Product Manager, Business Management Solution
Mar 2019 – Apr 2021
Sage Group, Singapore
- Built product strategy and roadmap across BMS portfolio in Asia; conducted build vs. buy analysis for platform capabilities
- Partnered with global banking institutions to integrate AI-driven product recommendation into accounting & CRM systems, matching businesses with financial products
- Drove change management initiatives for digital solution adoption across enterprise clients
Lead Product Manager, Fintech & AI
Jan 2018 – Mar 2019
Silot.ai, Singapore
- Led AI-powered fintech products for KYC, onboarding, and credit scoring; achieved 4x faster onboarding and 80% reduction in operation costs
- Rapidly learned financial services domain from zero in 30 days: expert interviews → business process mapping → MVP delivery
- Designed data ETL pipelines and predictive models for risk assessment in regulated environment
Software QA Engineer II, Video Technology
Jan 2011 – Nov 2014
Cisco Systems, Shanghai
- Built China's first video solution performance test team; developed automation scripts and large-scale test architecture
- Designed data collection and analysis framework for load & scalability testing; demos resulted in $1M in deals
Side Projects & Technical Depth
- AI Agent Platform: built multi-agent orchestration system with data pipelines, observability dashboards, and automated evaluation
- DanceFlow: built dance evaluation app using pose estimation + multi-dimensional scoring algorithms with real-time data visualization
- Reverie Diary: designed and built an iOS app for LLM-powered multimodal emotional journaling
- Hands-on: SQL, Python data scripts, AWS deployment, vector databases, RAG pipelines, prompt engineering
Education
Duke University, Fuqua School of Business | MBA, 2017
Zhejiang University | M.S. Software Engineering, 2011
Jiangxi Normal University | B.S. Software Engineering, 2009
Additional
- AWS Certified Solutions Architect Associate
- Fluent in English and Mandarin; 5 years working in Singapore; cross-timezone team collaboration at Microsoft
- Duke MBA — global perspective, strategic thinking, stakeholder management
- Travelled extensively to 100+ cities across APAC, Europe and North America