Wei-Chi Huang

is looking for job opportunities

Bis 2022, Data Science and Machine Learning Thesis, Continental AG

Bis 2023, M.Sc. Data Analytics and Decision Science, RWTH Aachen University

Hannover, Germany

About me

Hey! Hi! 🙋‍♀️, my name is Wei-Chi. An organized, communicative, and highly self-motivated graduate from RWTH Aachen University with 3+ years of analytical experience on an international scale. Focus on data analysis, machine learning and operation research.

Skills

Data Analytics
Python
SQL
Machine Learning
MS Office
Microsoft Power BI
Tableau Software
Statistics
Data Science
Data Structures
Data Processing
Big Data
Git
Operations Research
Production planning and control
Heuristics Optimization
Data Mining
Business Intelligence
A/B Test
Hypothesis Testing
Regression Analysis
Microsoft Office
Microsoft Excel
MS PowerPoint
Google Analytics
Englische Sprache
SAP WM
Teamfähigkeit
Kommunikationsfähigkeit
Leadership

Timeline

Professional experience for Wei-Chi Huang

  • 6 months, Apr 2022 - Sep 2022

    Data Science and Machine Learning Thesis

    Continental AG

    Topic: Prediction of Tire Uniformity for Truck Tires by using Machine Learning Methodology based on a Green Tire Measurement System. - Executed exploratory data analysis to identify patterns. - Enhanced ML model accuracy from 48% to 70% by implementing algorithms and feature engineering. - Defined a custom evaluation metric to evaluate model performance. - Researched and conducted 5+ tree-based ML algorithms to discover the best technique for the problem. - Advanced applications of PyTorch deep learning.

  • 6 months, Oct 2021 - Mar 2022

    Data Analyst Internship

    Continental AG

    - Identified trends and patterns in datasets through exploratory data analysis, leading to actionable insights. - Conducted thorough data validation, ensuring the accuracy and reliability used for analysis. - Enhanced data visualization capabilities for better decision-making with the use of advanced BI tools.

  • 3 years, Jul 2016 - Jun 2019

    Production Planning Engineer and Analyst

    King Yuan Electronics Co., Ltd

    - Ownership: New Product Introduction (NPI) project owner, coordinated and launched over 20 products. - Employed data validation techniques to analyze production data, ensuring data consistency and data reliability. - Leveraged machine performance analysis to determine and improve production efficiency. - Established production flow and production planning to help the organization produce smoothly. - Collaborated with cross-functional teams for effective resource allocation and capacity scheduling.

Educational background for Wei-Chi Huang

  • 2 years and 6 months, Oct 2020 - Mar 2023

    M.Sc. Data Analytics and Decision Science

    RWTH Aachen University

  • 3 years and 10 months, Sep 2013 - Jun 2017

    B.Sc. Industrial Engineering and Management

    National Quemoy University

Languages

  • Chinese

    First language

  • English

    Fluent

  • German

    Basic

Interests

stand-up comedy
Travel
Reading
Podcasts

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