Chieh Tsai
Business Unit Manager at Solomon AI and 3D Vision
Taipei, Taiwan
Summary
👤
Senior🎓
Top SchoolChieh Tsai is a Taipei-based Business Unit Manager and seasoned AI engineer with eight years of Linux and deep learning experience and a Master's in Machine Learning from Royal Holloway. He specializes in computer vision, accelerating SOTA 1-stage and 2-stage models using TensorRT, Triton and OnnxRuntime across aarch64 (Jetson) and amd64 edge/PC deployments. At Solomon AI and 3D Vision he has progressed from engineer to project and business unit management, driving backend, microservices and MLOps integrations for AI and AR glasses. A competitive practitioner, he earned Kaggle silver and bronze medals, demonstrating both research acumen and production-focused optimization skills. Notably, he blends low-level performance engineering with cloud/fog orchestration, making him effective at taking vision models from prototype to scalable edge services.
9 years of coding experience
Master of Science - MS, Machine Learning, Master of Science - MS, Machine Learning at Royal Holloway, University of LondonBachelor of Applied Science - BASc, Physics, Bachelor of Applied Science - BASc, Physics at Tamkang University
Stackoverflow
87reputation
11kreached
3answers
4questions
Github Skills (184)
paddleocr10
python10
annotations10
deep-learning10
instance-segmentation10
gpu10
tflite10
streamlit10
nvidia-docker10
yolov510
minio10
labeling10
imagenet10
multibox10
onnx10
Programming languages (14)
Github contributions (5)
chiehpower/Setup-deeplearning-tools
Feb 2020 - Jul 2022
Set up CI in DL/ cuda/ cudnn/ TensorRT/ onnx2trt/ onnxruntime/ onnxsim/ Pytorch/ Triton-Inference-Server/ Bazel/ Tesseract/ PaddleOCR/ NVIDIA-docker/ minIO/ Supervisord on AGX or PC from scratch.
Contributions:77 commits, 4 PRs, 82 pushes in 2 years 4 months
bazelcudacudnninferenceminio
chiehpower/LeetCode
Aug 2020 - Sep 2025
Contributions:180 pushes in 5 years 2 months
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