Wei-Chi Huang

Hello, my name is Wei-Chi Huang. An independent and highly self-motivated graduate from RWTH Aachen University with 3+ years of International analytical experience, focusing on statistical data analysis and machine learning. Combine a strong industrial engineering background with a passion for data science.

Data Science and Machine Learning Thesis

Continental AG | Hannover, Germany 04/2022 - 09/2022

• Topic: Prediction of Tire Uniformity for Truck Tires by using Machine Learning Methodology based on a Green Tire Measurement System.
• Executed data wrangling and exploratory data analysis to identify trends in data sets.
• Implemented regression analysis and feature engineering for predictive modeling.
• Defined a custom evaluation metric to evaluate the performance of machine learning models.
• Conducted 5+ tree-based machine learning algorithms to discover the best model of the problem.
• Advanced applications of deep learning with PyTorch. 
• Tech Stack: Python | SQL | AWS Redshift

Continental AG | Hannover, Germany 10/2021 - 03/2022

• Implemented data mining, data pre-processing, and data analytics to identify potential insights.
• Executed Data Quality Verification and Monitoring to ensure data availability and reliability.
• Crafted KPI Dashboard Analysis Reports to help the organization in their decision-making processes.
• Tech Stack: Power BI | Python | SQL | AWS Redshift

King Yuan Electronics Co., Ltd | Miaoli, Taiwan 07/2016 - 06/2019

• Ownership: New Product Introduction (NPI) project owner,
• successfully launched 20+ products.
• Analyzed production data to verify data consistency. 
• Established production flow and production planning to help the organization produce products smoothly. 
• Optimized capacity and cycle time controlling to maximize the utilization and company profits.
• Tech Stack: MS Excel | MS PowerPoint | Tableau

M.Sc. Data Analytics and Decision Science

RWTH Aachen University | Aachen, Germany 10/2020 - 03/2023

B.Sc. Industrial Engineering and Management

National Quemoy University | Kinmen, Taiwan 09/2013 - 06/2017