Jenhao Yang
Machine Learning Engineer at International Integrated Systems, Inc.
Taipei, Taiwan
Summary
👤
Senior🎓
Top SchoolJenhao Yang is a Machine Learning Engineer with nine years of experience building real-time computer vision systems, specializing in edge inference using NVIDIA DeepStream, YOLO/Darknet, and C++/Python. He designs end-to-end pipelines—annotation platforms, model-assisted tooling, Dockerized training and FastAPI deployment—to turn camera streams into real-time people and traffic analytics and ELK alerts. Notable achievements include migrating annotation workflows to a collaborative CVAT platform and building a plugin to read Darknet weights, significantly accelerating labeler throughput. He also led a lung nodule CT detection POC, owning data cleaning, preprocessing, training and monitoring with TensorBoard. Comfortable applying software design patterns (Strategy, Observer, State) and multiprocessing for scalable, maintainable systems, Jenhao blends low-level performance tuning with practical ML operations on Ubuntu and edge hardware. Based in Taipei, he brings a pragmatic focus on maximizing recognition speed and deployment robustness for production AI applications.
9 years of coding experience
2 years of employment as a software developer
Bachelor's degree, Mechanical Engineering, Bachelor's degree, Mechanical Engineering at Chang Gung UniversityMaster's degree, Mechanical Engineering, Master's degree, Mechanical Engineering at National Taiwan University of Science and Technology
Stackoverflow
51reputation
10kreached
0answers
2questions
Github Skills (197)
vue-composition-api10
python10
annotations10
deep-learning10
instance-segmentation10
coco10
gpu10
vision-transformer10
faster-rcnn10
assignment-problem10
precompiled10
glip10
labeling10
imagenet10
django10
Programming languages (10)
Github contributions (5)
jenhaoyang/ml_blog
Oct 2020 - Mar 2022
Contributions:12 commits, 11 pushes, 1 branch in 1 year 5 months
jenhaoyang/Disfactory
Dec 2019 - Oct 2022
Contributions:24 pushes, 4 branches in 2 years 10 months
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