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
GitHub - https://github.com/cloudrainstar