Lifetime Timeline
My journey on this world.
Aug 2025 — Present · Shanghai, China
Data Scientist @ Roche
AI OPS & USE CASE PM Work
- Business use case consulting and end-to-end delivery.
- Supporting AIML Ops platform and AI infrastructure setup.
May 2024 — Jul 2025 · Shanghai, China
Data Scientist @ Accenture
LLM Delivery Work
- Delivered LLM and AIML solutions for pharma and retail clients.
- Led AI4BI and NL2Data initiatives from prototype to production.
Aug 2023 — Dec 2023 · Berkeley, CA
Graduate Student Instructor @ University of California, Berkeley
Teaching Work
- Led discussion sections for Statistical Methods for Development.
- Helped students apply quantitative tools to real-world policy questions.
Aug 2022 — Dec 2023 · Berkeley, CA
Master of Development Engineering @ University of California, Berkeley
3.96/4.0 AI4Society Education
- Resolving development challenges in less developed areas with AI and system design.
- Impactful Projects: Nation-wide auto electricity quality monitoring system, AI-based methane leak detection for oil and gas industry, and more.
- 2024 IMECE Best Paper: “Methane Detection and Characterization with AI Sensor Fusion and Decision-Analytic Placement of Rapidly Deployable Sensors”
Jun 2023 — Aug 2023 · Shanghai, China
Machine Learning Engineer Intern @ Walmart Sourcing
LLM PROTOTYPING Work
- Built ML prototypes to support sourcing analytics.
- Improved data-driven procurement decision workflows.
Jul 2021 — Mar 2022 · Shanghai, China
Junior Data Product Manager (Trainee) @ Shanghai Baiqiu (Buy Quickly)
Data Products Work
- Built ML-driven brand matching and automation tools for marketing.
- Led consumer segmentation and luxury market insights for e-commerce targeting.
May 2021 — Oct 2021 · Shanghai, China
Research Assistant @ ShanghaiTech Intelligent Finance Lab
Industry Research Work
- Analyzed China’s industrial transformation with clustering methods.
- Mapped regional development patterns with network analysis.
Oct 2020 — Feb 2021 · Shanghai, China
Strategic Investment Intern @ WufengTech
BD & INVESTMENT Work
- Supported product and market diligence for fundraising rounds.
- Coordinated competitive analysis and due diligence workflows.
Mar 2019 — Jun 2021 · Shanghai, China
Research Associate @ ShanghaiTech Attitude Research Lab
Behavioral Science Work
- Conducted consumer psychology research with statistical testing.
- Co-chaired a campus symposium on attitude research.
Sep 2019 — Nov 2020 · Shanghai, China
Co-Chairman, Students' Union @ ShanghaiTech University
Leadership Work
- Led cross-department operations and student programming.
- Coordinated large-scale campus events and communications.
2019 · Zurich, Switzerland
Exchange, FinTech & Sustainable Finance @ University of Zurich
Education
- Coursework in fintech and sustainable finance.
- GPA 5.5/6.0.
Sep 2017 — Jul 2021 · Shanghai, China
B.E. of Computer Science @ ShanghaiTech University
3.63/4.0 SIST honored graduate Education
- Focusing on Machine Learning, Data Mining, NLP and Customer Behavior Analysis.
- Student Union Executive Chair.