Hao-Liang Wen
Applied Mathematics, AI Backend Engineer
Summary
Complex problem-solver with an analytical and driven mindset, dedicated to achieving demanding development objectives under tight schedules while producing impeccable code. Respectful self-motivator, gifted at finding reliable solutions for software issues. Experienced in developing AI-powered products and improving, managing, and deploying pipelines. Offering skills in Python, C++, and cloud technologies such as Docker, AWS EC2, and AWS RDS. Fluent in English and accustomed to working with cross-cultural, global teams.
Overview
3
3
years of professional experience
Work History
AI Backend Engineer
ShuChen AI Co. Ltd.
03.2024 - Current
- Developed high-performance RESTful web services to facilitate smooth communication between different components of the application.
- Evaluated and developed new tools and technologies to help achieve company-level goals.
- Developed and maintained core product services, libraries and frameworks.
- Deployed applications using containerization technologies such as Docker, ensuring consistent runtime environments across development, testing, and production stages.
- Compiled, cleaned and manipulated data for proper handling.
Research Assistant
National Health Research Institute
01.2022 - Current
- Liver tumor segmentation, Hepatic vessel tumor segmentation
- Enhanced research accuracy by implementing rigorous data collection and analysis methods.
- Managed laboratory inventory, ensuring availability of necessary supplies for smooth project execution.
- Implemented machine learning algorithms to refine segmentation models, resulting in more precise targeting efforts.
- Developed comprehensive training materials for new hires, ensuring consistent understanding of company segmentation methodologies.
AI Intern
Aemass Inc.
02.2023 - 09.2023
- Human pose estimation, Monocular depth/normals estimation from RGBD image
Research Assistant
Scientific Computing & Cardiovascular Simulation Lab
8 2015 - 9 2020
- In-compressible two-phase flows simulation, High-order numerical scheme development, Fluid-structure interaction simulation, High-performance scientific computing
Education
Ph.D. - Applied Mathematics
National Taiwan University
Taipei City, Taiwan 04.2001 -
Bachelor of Science - Ocean Engineering
National Taiwan University
Taipei City, Taiwan 04.2001 -
Skills
Version control with Git
Experience with NoSQL databases
Experience with Docker
Familiarity with Kubernetes
Deep understanding of RESTful APIs
Familiarity with Azure services
Proficiency in Python
Experience with CI and CD pipelines
Familiarity with API documentation tools
Knowledge of security best practices
Cloud Computing
Linux Environments
High-Performance Computing
Fluid Mechanics
Parallel Processing
Multiphase Flow
Patents
跨域分類器的訓練方法與電子裝置, I844284 (TW)
Journal Publications
- Interface-preserving level set method for simulating dam-break flows, Z.H. Gu, H.L. Wen, C.H. Yu, Tony W.H. Sheu , Journal of Computational Physics, 374, 249-280, 2018.
- A combined compact finite difference scheme for predicting the evolution of a mean curvature driven interface, H.L. Wen, Tony W.H. Sheu, C.H. Yu , Computers and Fluids, 170, 299-312, 2018.
- Development of a mass-preserving level set redistancing algorithm for simulation of rising bubble, Z. H. Gu, H.L. Wen, S. Ye, R. D. An, C.H. Yu , Numerical Heat Transfer, Part B: Fundamentals, 74:4, 699-727, 2018.
- Numerical Study of Turbidity Current over a Three-Dimensional Seafloor, Ching Hao Yu, Liang Zhao, Haw Liang Wen, Tony Wen Hann Sheu, Rui Dong An , Communications in Computational Physics, 25:4, 1177-1212, 2019.
- A volume of fluid method algorithm for simulation of surface tension dominant two-phase flows, Z. H. Gu, H. L. Wen, Yuan Yao, C. H. Yu , Numerical Heat Transfer, Part B: Fundamentals, 76:1, 1-17, 2019.
- Numerical simulation of dam-break flow impacting a stationary obstacle by a CLSVOF/IB method, C.H. Yu, H. L. Wen, Z.H. Gu, R.D. An , Communications in Nonlinear Science and Numerical Simulation, 79, 2019.
- On the development of LS-assisted VOF method for incompressible interfacial flows, H. L. Wen, C.H. Yu, Tony W. H. Sheu , Journal of Computational Physics, 406, 109188, 2020.
- A mass-preserving level set method for simulating 2D/3D fluid flows with deformed interface, Hao-Liang Wen, Ching-Hao Yu, Tony Wen-Hann Sheu, Shiu-Wu Chau , Ocean Engineering, 283 (1) September 2023, 115063.
Timeline
AI Backend Engineer
ShuChen AI Co. Ltd.
03.2024 - Current
AI Intern
Aemass Inc.
02.2023 - 09.2023
Research Assistant
National Health Research Institute
01.2022 - Current
Ph.D. - Applied Mathematics
National Taiwan University
04.2001 -
Bachelor of Science - Ocean Engineering
National Taiwan University
04.2001 -
Research Assistant
Scientific Computing & Cardiovascular Simulation Lab
8 2015 - 9 2020