Data · Business · Technology
I connect market research, data analysis, and business planning—and bring the same curiosity to teams, communities, and life on the water.
Industry experience
A Shanghai startup building AI models and AI agents for factories.
Analyzed 132 GenAI products across 22 fields and reported the market map directly to the CEO. Coordinated technical, product and legal teams to get our multimodal model through China's mandatory government registration on schedule, and supported meetings with city officials, investors, and AI teams from ABB, China Telecom and Schneider Electric, from prep to minutes.
EDGE Consulting
Sep — Nov 2025
A consultancy that helps Chinese companies expand overseas.
Collected and cleaned 1,800+ government tender records across six European markets, standardizing text, dates and amounts in Python and Excel. Connected procurement patterns with policy, funding, buyer and competitor research to support client market-entry reports.
A securities firm spanning brokerage, wealth management, investment banking and research.
Re-engaged dormant wealth-management clients through targeted outreach, reaching a 10% engagement rate. Used their feedback to refine how the team communicated with clients.
The team behind Hyper3D, an AI platform for generating and editing 3D assets.
The founders wanted to know whether DEEMOS's 3D face-scanning technology could find buyers in cosmetic clinics. I interviewed practitioners, talked with competitors at trade shows, and reported back on which clinic use cases showed the clearest demand.
A biotechnology startup developing microbe-based materials and fabrics.
Working directly with the founder, I tracked product iterations and lab experiments, and researched the market and policy landscape for new bio-based materials to inform the team's early product direction.
From an initial question to research, a product concept, or a business plan.
UC Berkeley · Product Customer Connect · research & product · Jan — May 2025 · UC Berkeley
We turned conversations with hardware distributors and shop owners into a focused order tool for retailers still running on handwritten orders. I led customer research and product definition, and the team presented an AI-assisted Replit MVP in a final pitch to investors.
iGEM 2023 · Synthetic biology Human Practices & Entrepreneurship Lead · 2023
I led stakeholder research for a bioluminescent materials concept and turned it into a complete 35-page business plan. The team presented in Paris and finished in the iGEM global top 10 with a Gold Medal.
ShanghaiTech · Social practice Team leader · 32 teammates · Jun — Nov 2023
I led 32 teammates through preparation, 14 days in Jianchao Township, five days of teaching and a research program with 518 valid student surveys. The team delivered a 59-page report, a 51-page presentation, a project booklet and a journey video.
Creating spaces to learn, build, and work together.
2026 — Present
Coxswain · University of Southern California
SESE Sponsorship Team Member · Society of Engineers, Scientists and Entrepreneurs
Club President · ShanghaiTech
2023 — 2025
Sport & teamwork
2023 — 2025
ShanghaiTech University
Treasurer / Finance Manager
Open to conversations about analytics, market research and AI. Email is the fastest way to reach me.
