Tim Ho
Senior Software Engineer at Microsoft
Bellevue, Washington, United States
Summary
👤
Senior🎓
Top SchoolTim Ho is a Senior Software Engineer with 12 years of experience specializing in machine learning research and production engineering, currently building multimodal and visual document intelligence at Microsoft Azure AI. He has end-to-end expertise across model development, large-scale training, deployment, and inference optimization, including quantization and edge/mobile inference integration. Tim’s background spans real-time computer vision—hand and face pose estimation, segmentation, and single-image 3D/ depth tasks—with practical deployments on mobile and VR platforms. He’s experienced in container-based microservice design and has driven model converters and fixed-point workflows to bring models into specialized hardware. An active open-source contributor, his work on convolutional pose machines reflects hands-on improvements to model architecture and weights for better pose accuracy. Based in Bellevue, WA, he combines deep research instincts with pragmatic engineering to move novel ML models from prototype to production.
12 years of coding experience
7 years of employment as a software developer
Master's degree Computer Science, Master's degree Computer Science at National Taiwan University
Chinese, English, Japanese
Github Skills (7)
computer-vision10
machine-learning10
deeplearning-ai10
deep-learning10
tensorflow10
python10
pose-estimation10
Programming languages (4)
Github contributions (5)
timctho/convolutional-pose-machines-tensorflow
Jul 2017 - Aug 2018
Role in this project:
ML Engineer
ML EngineerContributions:28 commits, 5 PRs, 26 pushes in 1 year
Contributions summary:Tim's commits primarily involve updates and modifications to the model files, indicating a focus on refining the convolutional pose machines used for hand pose estimation. The changes include modifications to the model architecture and weights, suggesting efforts to improve the accuracy or performance of the pose estimation system. The user is likely involved in the core development and maintenance of the deep learning model within this computer vision project.
computer-visionconvolutional-pose-machinesdeep-learninghand-pose-estimationhand-tracking
timctho/VNect-tensorflow
Sep 2017 - Jan 2019
Contributions:17 commits, 4 PRs, 14 pushes in 1 year 3 months
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