Project experience
- Summer 2025: SE-agent (Open-source AI Agent)
- Co-developed SE-Agent, a self-evolution framework combining LLM post-training and reinforcement learning for multi-step reasoning; implemented trajectory-level optimization (Revision, Recombination, Refinement) enabling cross-trajectory policy evolution
- Benchmarked the system on SWE-bench Verified, reaching state-of-the-art 80% Top-1 accuracy and demonstrating up to 112% performance improvement over baseline agents
- Summer 2025: Cherry Studio (Open-source AI Platform)
- Collaborated with a team to evolve an open-source agent toolkit (34k+ GitHub stars) into a polished public beta with multi-LLM orchestration and tool-calling
- Translated user feedback into a focused roadmap: defined user stories & agent templates, standardized prompt libraries and lightweight evaluation smoke tests, coordinated sprints and releases
- Authored onboarding/docs and sample projects to reduce time-to-first-success and accelerate developer adoption
- Spring 2025: NFL Sports Betting Analytics
- Analyze historical NFL scores and betting odds to uncover seasonal inefficiencies and inform data-driven wagering strategies
- Build predictive models (Logistic Regression, Random Forest, Gradient Boosting) using engineered game features
- Design a real-time data pipeline to continuously update model performance with 2025 season data
- Spring 2025: AI Web Platform for Furniture Discovery
- Use Cursor and Lovale to help building website
- Use AI model to give available decor style
- Winter 2024: National Park CarPool APP
- Code in Swift language using Xcode
- Use GenAI (ChatGPT, Claude, etc.) to read the latest official developer guide and help develop
- Fall 2024: International Education Platform
- Led product design/specs (mock exams, vocab practice, analytics) for a C2C learning platform
- Coordinated with engineering team to streamline teacher/student workflows
- Summer 2024: Augmented Reality Educational APP
- Develop with Unity engine
- Use Vuforia as AR framework
- UI Design, 3D Modeling, Scripting
- Fall 2023: A Study of 6G Signal Reflective Surfaces
- Develop in FPGA Platform
- Make Microcontroller-Based Voice-Controlled System
- Signal Filtering, Denoising, and Analysis
- Fall 2022: Establishment and Operation of my fitness center
- GenAI-Assisted Customized Fitness Plans
- Set efficient plans through data analysis
- Develop an extension to remind daily plans
Work experience
- Fall 2025: Operation Manager at Alibaba Group – Cainiao Network (Los Angeles, CA)
- Planned staffing/dispatch across zones; lifted on-time processing and reduced idle time
- Built ops visibility (inventory accuracy checks, partner KPIs) and led cross-functional rollouts
- Summer 2025: Product Manager at Eth Tech (Los Angeles, CA)
- Improve loan eligibility automation by segmenting applicants based on credit data and income
- Conduct full-cycle EDA, handled data quality issues, and built dashboards for risk/product teams
- Help improve documentation on model assumptions, customer profiles, and workflow reproducibility
- Spring 2025: Marketing Program Manager at Deckers Outdoor Corporation (Goleta, CA)
- Scrap and analyze 10K+ footwear SKUs across Amazon/Flipkart/Myntra using Python
- Build interactive Tableau dashboards to track pricing trends and discounting strategies
- Model regional price elasticity and clustered users by geography/behavior to guide localized campaigns
- Fall 2024: International Education Teacher at Capstone Education(GuangZhou, China)
- Teach SAT Math, ACT Science, AP Precalculus/Calculus
- Teach introductory programming courses to elementary school students
- Develop C2C online course platform and software through my studio
- Summer 2024: Data Analyst at LG Display(GuangZhou, China)
- Assist in the launch of new display products, including collecting sales and marketing data, managing documents and reports
- Use data visualization tools to process and analyze the collected data, and concluding reports about the market trends and consumers’ preferences, providing data for the marketing department
- Fall 2022: Founder of EtyTech Studio
- Build and ship online education platforms and custom websites/apps/WeChat mini-programs
- Manage client delivery, growth experiments, and product ops
