Work Experience

Data Scientist Intern

Caloudi Corp Taipei, Taiwan
July 2022-December 2022

  • Developed Anomaly Detection Software to forecast Time Series using Spatial and Temporal Data.
  • Updated and improved model's F1 score up to 30% through fine tunning.
  • Develop UI and Data Visualization for the project

Machine Learning Research Assistant

National Chengchi University MIS Software Security Lab Taipei, Taiwan
February 2022- March 2022

  • Wrote academic paper "Detecting adversarial examples via information leakage on python model `executions"

Data Scientist Intern

Commerce Development Research Institute Taipei, Taiwan
July 2021-December 2021

  • Received Data Science Training with Python
  • Develop machine learning clustering techniques for market segmentation project.
  • Assembled XGBoost model for stock price prediction.

Education

B.S Economics,
Minor in Management Information Systems

National Chengchi University Taipei, Taiwan
August 2019-Now

Relevant Courses Taken:

  • Intro to Computer Science
  • Data Structures and Algorithms
  • Database Management
  • Programming Language I and II (JAVA)
  • Computer Networking
  • System Analysis and Design
  • Information Management

Dept. of Statistics
Big Data Analytics Program

National Chengchi University Taipei, Taiwan
August 2019-Now

Relevant Courses Taken:

  • Calculus I and II
  • Regression Analysis
  • Statistics I and II
  • Big Data Analysis For Social Science
  • Management Science
  • Business Analytics with R
  • Management Information Systems

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