Summary
Overview
Work History
Education
Skills
Extracurricular Activities
Timeline
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CHENG-JIA HUANG

CHENG-JIA HUANG

Hualien City,HUA

Summary

Highly motivated and detailed-oriented candidate passionate about using data to improve business performance and customer experience. Skilled at leveraging data to develop actionable solutions to business challenges and utilizing data mining and data visualization to create meaningful insights. Excellent technical aptitude and knowledge of programming languages, data analytics and data visualization.

Overview

2
2
years of professional experience
8
8
years of post-secondary education

Work History

ASML Data Analytics Intern

05.2023 - Current
  • Communicated with project teams, optimized processes, and developed Power BI dashboards to automate manual Excel tasks, improve efficiency, and provide solutions for colleagues and engineers
  • Key projects include Gemba Walk Power BI Dashboard, CI & Benefit Power BI Dashboard, and 5s+1 Power BI Dashboard.

Kaggle Competition - Spaceship Titanic

10.2023 - 12.2023
  • Analyzed passenger features, imputed missing values using KNN and mode, and used ensemble learning and Optuna for hyperparameter optimization to predict reasons for passenger transfer.

CNN Final Project-10 Monkey Species

10.2023 - 12.2023
  • Used deep learning models such as ResNet50 and CNN to classify images of 10 different monkey species.

Assistant for Statistics Course

College of Commerce (Summer MBA Program)
09.2022 - 07.2023
  • Taught statistical concepts to students, improved teaching materials in collaboration with professors, and communicated statistical concepts clearly.

Air Pollution and Cancer Association Data Analysis

09.2022 - 12.2022
  • Conducted EDA to explore data characteristics, used independence tests to examine relationship between specific pollutants and respiratory cancer mortality rates, and analyzed association between air quality and cancer mortality rates across different cities/counties.

Telecom Customer Churn Data Analysis

08.2022 - 09.2022
  • Conducted exploratory data analysis (EDA) to identify characteristics of churned customers, used logistic regression and random forest for classification, and performed multiple regression analysis to predict churn duration.

Education

High School -

Hualien Senior High School
Hualien City, HUA
09.2015 - 05.2018

Bachelor -

National Sun Yat-sen University, Department of Applied Mathematics
Kaohsiung City, KHH
09.2018 - 05.2022

Master -

National Chengchi University, Graduate Institute of Statistics
Taipei City, TPE
09.2022 - Current

Skills

Python Programming

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Extracurricular Activities

Volunteer at Bish-Da service and beach cleaning activities. Member of Huagang Scout Troop in junior high school. Vice President of Blue Scouts Club in high school. General Coordinator of University Math Camp. Participated in university basketball team (inter-departmental runner-up, Da-Shu Cup runner-up).

Timeline

Kaggle Competition - Spaceship Titanic

10.2023 - 12.2023

CNN Final Project-10 Monkey Species

10.2023 - 12.2023

ASML Data Analytics Intern

05.2023 - Current

Assistant for Statistics Course

College of Commerce (Summer MBA Program)
09.2022 - 07.2023

Air Pollution and Cancer Association Data Analysis

09.2022 - 12.2022

Master -

National Chengchi University, Graduate Institute of Statistics
09.2022 - Current

Telecom Customer Churn Data Analysis

08.2022 - 09.2022

Bachelor -

National Sun Yat-sen University, Department of Applied Mathematics
09.2018 - 05.2022

High School -

Hualien Senior High School
09.2015 - 05.2018

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CHENG-JIA HUANG