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  • Hello! Iā€™m @ester-tsai, a Data Science Master's student at Columbia University
  • I adapt fast to each intern position and picked up a variety of new skills at work
    • ANX Robotica (Medical Technology): Python, Experiment Design, Data Collection
    • Chula Vista Open Data Program (Government Transparency): Power BI, Web-Embedded Interactive Dashboard, Data Cleaning
    • Easy Event Planning (Marketing and Sales): Python (Pandas, BeautifulSoup), Excel, Web Scraping, Database Management
    • Thermo Fisher Scientific: Microsoft Power Automate, qPCR assay domain knowledge
    • Amazon: AWS SageMaker, S3, QuickSight; risk intelligence and auditing
  • I go above and beyond the bare minimum to serve others and grow myself
    • I created a 21-paged data cleaning and visualization guide for the city of Chula Vista
    • I designed and publicized instruction documents, code templates, and tutorial videos for future EEP database management interns
    • I programmed an XGBoost forecast model that outperformed SageMaker DeepAR in speed and accuracy
  • I was a capable and trusted team lead for 2 internships
    • I scheduled meetings with the city representatives, managed meeting agendas, and delivered presentations to the Chula Vista Data Governance Committee, Innovation Sprint Showcase, Smart Cities Monthly Update, and UCSD Faculty Board
    • I communicated directly with Easy Event Planning's CEO, created task instruction documents, held training sessions, and assigned work to team members based on their skills and preferences
  • šŸ“« Email me at [email protected]

Ester Tsai's Projects

data icon data

Data and code behind the articles and graphics at FiveThirtyEight

intrinsic icon intrinsic

Repo for the paper "Intrinsic Image Decomposition via Ordinal Shading" (TOG 2023)

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