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
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
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