Project experience
- Summer 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
- 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
- Summer 2025: Business Analyst 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: Market Data Analyst 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: Project Assistant 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
- In-school gym project integrated with data analysis
- Develop and promoting online education platforms
- Customizing websites, applications, WeChat programs
