Honors & Skills

Honors

  • Dean’s List (The Ohio State University, Spring 2024)

Programming

  • Python (pandas, NumPy, Matplotlib, Jupyter) — data wrangling, automation, scraping
  • Java
  • C
  • ERB + HTML/CSS for static sites (Middleman)
  • JavaScript (React Native, Node.js) — web and mobile app development
  • Typescript (Node.js) — type-safe JavaScript development and application logic

Data & Databases

  • SQL — SQLite (joins, aggregates, indexes)
  • NoSQL — MongoDB (document modeling, aggregation pipelines)
  • ETL — CSV and JSON import, cleaning, feature preparation

Machine Learning / AI

  • Classical and Deep Learning — scikit-learn, PyTorch
  • Sequence and Time Series — LSTM and Transformers (achieved >90% accuracy in forecasting and fault-prediction projects)
  • Computer Vision — OpenCV for preprocessing, augmentation, object-detection pipelines
  • Model evaluation — train/validation split, metrics such as accuracy and recall; inference optimization

Computer Vision & Robotics

  • Built and optimized vision perception modules, reducing latency and improving stability
  • Integrated perception into robots, improving autonomy and overall performance

Data Analytics & Dashboards

  • Competitive price and stock scraping with Python + pandas for product selection and pricing
  • Automated sales dashboard with Matplotlib tracking KPIs and trends

Product & Growth

  • Ebay commerce campaigns — planned and executed, ~12% conversion
  • Data-driven growth — optimized product mix and pricing, ~20% MoM revenue growth

Leadership & Teamwork

  • Led a 15-member team (OSU dining) including scheduling, operations, health compliance; improved efficiency and satisfaction
  • Cross-functional collaboration with operations and engineering to ship data and model features

Language

  • English (Native or bilingual proficiency)
  • Mandarin (Native or bilingual proficiency)