Hannchyun Chen
Machine Learning Engineer at Taiwan AILabs
Taipei, Taiwan
Summary
👤
Senior🎓
Top SchoolHannchyun Chen is a Machine Learning Engineer based in Taipei with nine years of experience building production-ready computer vision and web systems. Self-taught and research-driven, he has deployed multi-model defect inspection pipelines and scalable AI services using PyTorch, OpenCV, Docker/Kubernetes, and AWS, and has a track record of improving hardware cost and automation in manufacturing settings. He built a no-hand-label workflow for object detection and delivered a logo detector that achieved ~90% accuracy on in-the-wild images, demonstrating practical problem-solving at scale. Comfortable across Python, Go, JavaScript and C++, he bridges ML research and product by shipping responsive dashboards, monitoring stacks (Prometheus/Grafana), and automated deployments. A polyglot graduate in mechanical engineering and translation, he combines cross-disciplinary communication skills with a knack for automating repetitive work and a habit of turning papers into working prototypes.
9 years of coding experience
2 years of employment as a software developer
Chinese-English Translation and Interpretation Program, Foreign Languages and Literatures, Chinese-English Translation and Interpretation Program, Foreign Languages and Literatures at 國立臺灣大學
Chinese, English
Github Skills (39)
face-detection10
pytorch10
yolov510
python10
machine-learning10
onnx10
coreml10
facial-recognition10
api10
face-recognition10
object-detection10
tflite10
ultralytics10
yolov410
k3s9
Programming languages (6)
Github contributions (5)
aljohn0422/logger_liff
Jan 2019 - Sep 2019
Contributions:6 pushes in 8 months
aljohn0422/nbacli
Jan 2021 - Jan 2021
Contributions:1 release, 7 commits, 4 pushes in 7 days
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