Skip to content

🌁Me As A Picture

Contact

📋Condensed Résumé GitHub ↗ LinkedIn ↗ ✉️ Email 📱 +1 (404) 528-6519

Work Experiences

Georgia Institute of Technology Aug 2026~Dec 2026
Incoming Grad Teaching Assistant @ CS 6604 Conversational AI Atlanta, Georgia

Walmart Jun 2026~Aug 2026
Data Scientist III Intern @ Sam's Club AI Acceleration Team Bentonville, Arkansas
  • Deployed an automated hourly snapshot pipeline with Docker and Kubernetes, integrating asynchronous processing that reduced execution time by 50%, and fully covering 1,000+ cameras' snapshots into Azure.

SUEZ May 2022~Sep 2024
Data Scientist @ Smart & Environmental Solutions (SES) China Shanghai, China
  • Streamlined an NLP-based Keras classifier for imbalanced SCADA alarms at 82% production accuracy.
  • Speeded up classifier application to 1 second runtime per HTTP request in Linux Services.
  • Developed a DBSCAN anomaly detector to send predictive maintenance alarms for air compressors.
  • Anomaly detector reached 70% production F1 score with timeliness of 2 weeks earlier than actual events.
  • Applied Joblib on Linux and saved 20% processing time of 12 air compressors' clustering.
  • Designed an automated MySQL ETL pipeline with conditional deletion on minutely time series.

Pramerica Life Insurance Sep 2020~Apr 2022
Sep~Dec 2020: Intern; Dec 2020~Apr 2022: Data Management Trainee Shanghai, China
  • Built the company's first BI sales data platform into both PC and WeChat mini programs.
  • Developed multidimensional filtering, groupby & deduplication functions that saved 50% operation time.

Skills Bag

⛓️ LLMs & Agents
Hugging Face, RAG, MCP
Supervised Fine-tuning
Distillation
🪄 Gen AI & ML
Gen AI & ML
🏎️ Automation & CI/CD
Automation & CI/CD
☁️ Cloud & Data Platforms
Cloud & Data Platforms
🛢️ Databases & C++
Databases & C++
👀 Web & Visualization
Web & Visualization

Education

Georgia Institute of Technology Aug 2025~Dec 2026
MSc Analytics @ School of Computational Science and Engineering Atlanta, Georgia
  • GPA 4.0/4.0
    Conversational AI, Natural Language, Machine Learning, ML in Computational Biology, Data & Visual Analytics, Computing for Data Analysis, Nonparametric Data Analysis, Business Analytics Practicum, Data Analytics in Business

University of California, San Diego Sep 2019~Sep 2020
Master of Finance @ Rady School of Management La Jolla, California

National Taiwan University Sep 2014~Jun 2018
Department of Economics @ College of Social Sciences Taipei, Taiwan