Po-Yu, Liang

    [email protected]

Education

Aug. 2023-2027(Expected)

University of Cincinnati, Ohio, USA

PhD of Computer Science

Aug. 2021 - Jul. 2023

National Taipei University of Technology, Taiwan R.O.C.

Master of Computer Science and Information Engineering

Aug. 2017 - Jul. 2021

National Taipei University of Technology, Taiwan R.O.C.

Bachelor of Computer Science and Information Engineering

Skills

Data Science

I am proficient in Python, utilizing Pandas and NumPy for data management and cleaning. Familiar in TensorFlow and PyTorch for deep learning models, I also have hands-on experience with the Hadoop/Spark stack. My research includes implementing advanced generative models such as GANs, autoencoders, and diffusion models for both image and sequence data, particularly in the domain of bioinformatics.

  • Python
  • Tensorflow, Pytorch
  • NumPy, Pandas
  • Hadoop, Spark
  • Sci-Kit Learn

Software Engineering

With three years of software development experience, I  have expertise in web applications using Django, FastAPI, ASP.NET, .NET Core, PHP, and window applications with C# on Windows and Qt on Ubuntu. Proficient in SQL databases (MySQL, MSSQL), I also have experience in Android development. Familiar with Git, CI/CD workflows, and system design on GCP, and possess practical experience with AWS, Azure, and Oracle Cloud.

  • ASP.NET / .NET Core
  • MySQL, MS-SQL
  • Django, FastAPI
  • PySide2 (Qt)
  • Android
  • CI/CD
  • Cloud Computing Services

Work Experience

Aug. 2019 - Jul. 2023

System Maintenance & Development, 

KaoWei Math Cram School, Taiwan

Jul. 2020 - Aug. 2020

Machine Learning Application Development Intern, 

AU Optronics Corporation, Taiwan

Conferences

Po-Yu Liang, Lee-Jyi Wang, Yang-Sheng Wu, Tun-Wen Pai, Chao-Hung Wang, Min-Hui Liu, "Prediction of patients with heart failure after myocardial infarction", Bioinformatics and Biomedicine, 2020





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