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林語萱

I am enthusiastic about leveraging artificial intelligence to solve real-world problems. I have received many project experiences and internships that make me capable of building AI models to solve problems and help for decision-making. These experiences cultivate my abilities to solve problems, communicate and work in teams. Learn more about me: https://drive.google.com/file/d/10HzeHcolhVuAJB41DLAMtBeGl2RaJRbh/view?usp=sharing
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TSMC
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National Taiwan University

Professional Background

  • Current status
    Studying
  • Profession
    Data Scientist
  • Fields
    Artificial Intelligence / Machine Learning
    Big Data
    Software
  • Work experience
  • Management
  • Skills
    Machine Learning
    Deep Learning
    NLP
    Text Mining
    Computer Vision
    Data Science
    Data Analysis
    Software Development
  • Highest level of education
    Master

Job search preferences

  • Desired job type
    Full-time
  • Desired positions
  • Desired work locations
  • Freelance

Work Experience

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Engineer Intern

TSMC
Internship
Jul 2022 - Aug 2022
2 mos
- Project 1: Researched and developed a CNN-based wafer pattern recognition model that can handle data from different sources with different numbers of inspection points. - Project 2: Enhanced their current ML model effectively by addressing performance issues when transferring the model to new product predictions. - Project 3: Engaged in full-stack development of the company's internal reporting system through Azure DevOps.
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Data Engineer Intern

Apr 2021 - Jun 2021
3 mos
Developed an investment report analyzer that effectively summarizes, tags, and analyzes investment reports for investment analysts.
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Machine Learning Engineer Intern

Jul 2020 - Aug 2020
2 mos
Enhanced the ML defect prediction model by significantly increasing the forecast F1 score from the current 20% to 70%.

Education

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Master of Science (MS)
Computer Science and Information Engineering
2021 - 2023
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Bachelor of Business Administration (BBA)
Information Management
2017 - 2021
4.1/4.3 GPA
Activities and societies
Business Analytics Program Online Course Teaching Program