Victor Huang
Software Engineer at Seth Technologies
New Taipei, Taiwan
Summary
🤩
Rockstar🎓
Top SchoolVictor Huang is a software engineer in New Taipei, Taiwan with nine years of experience spanning web development, data science, and backend systems. He currently develops and manages MongoDB-backed websites on Google Cloud at Seth Technologies and is proficient with Python, Flask, MongoDB, HTML/CSS/JavaScript/Bootstrap, and GCP. Beyond production web work, he built a modular PyTorch template that implements core training logic, logging, metrics, and validation—demonstrating practical ML engineering and tooling skills. He holds a Master’s in Computer Programming from Tamkang University and pairs academic rigor with hands-on open-source contributions that accelerate deep learning experimentation. Although his recent Python/data analysis focus is noted as 2+ years, his broader nine-year career bridges full-stack application development and ML infrastructure.
9 years of coding experience
碩士, Computer Programming, 碩士, Computer Programming at 淡江大學學士, Computer Programming, 學士, Computer Programming at 逢甲大學
Stackoverflow
1reputation
0reached
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Github Skills (12)
data-loading10
pytorch10
machine-learning10
deep-learning10
trainings10
python10
modeling10
metric9
validation9
validations9
tensorflow23
tensorflow3
Programming languages (2)
Github contributions (5)
victoresque/pytorch-template
Mar 2018 - Sep 2018
PyTorch deep learning projects made easy.
Role in this project:
ML Engineer
ML EngineerContributions:44 commits, 9 PRs, 38 pushes in 6 months
Contributions summary:Victor focused on building a PyTorch deep learning template. They implemented core training logic, including a base trainer class and a trainer class that handles epoch-wise training. They also integrated the use of a logger, metrics, and validation splits to enhance training efficiency and monitoring. The commits showcase the development of a modular PyTorch project structure with data loading and model definition.
deep-learningpytorchmachine-learning
victoresque/MLDS2018SPRING
Mar 2018 - Jul 2018
Contributions:114 commits, 2 comments, 1 issue in 3 months
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