Ken Liao

About Me

Experience

Solutions Architect, Healthcare, NVIDIA (2022~Present)

  • Support clients in the healthcare industry with AI and ML.

R&D Manager, EverFortune.AI (2018~2022)

  • Build AI Models to assist doctors in performing their every day tasks faster using Python, Jupyter, Tensorflow, Keras, and PyTorch.

  • Build and maintain the AI training infrastructure at the company (DGX1, DGX2, QCT GPU Servers, NAS Storage) using Docker and Kubernetes with a JupyterHub stack.

  • Plan and deploy edge AI compute into hospitals, as well as assist in system integration.

  • Build and maintain AI Inference API (FastAPI) and Frontend (using React and Typescript)

  • Manage teams of data scientists and engineers, helping them with code and server issues.

  • Manage teams of software developers to build new label systems for hospitals with deep integration for their existing PACS.

  • Manage teams of technical writers to assist them in getting FDA approval

Big Data Engineer / AI Algorithm Engineer, China Medical University Hospital (2017~2018)

  • Develop and build AI models using both deep learning and traditional machine learning techniques.

Education

  • Ph.D. Program of Electrical and Communications Engineering, Feng-Chia University (2013~Present)

  • Master's Program of Biomedical Informatics and Biomedical Engineering, Feng-Chia University (2012~2013)

  • Bachelor of Technology in Information Technology, Kwantlen Polytechnic University (2009~2011)

Skills

Software Development

  • Python

  • JavaScript / TypeScript / HTML / CSS

  • Java

  • C++

  • C#

  • SQL

Machine Learning

  • Tensorflow / Keras

  • PyTorch / Lightning

  • Scikit-learn

  • XGBoost

Systems and Infrastructure

  • Docker

  • Kubernetes / Helm

External Links