Wei-ming Lin
Machine Learning Engineer at LaplaceAI Co., Ltd.
New Taipei, Taiwan
Summary
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SeniorWei-ming Lin is a Machine Learning Engineer with eight years of experience building production AI systems across precision medicine, AIoT, and security monitoring from New Taipei, Taiwan. He has implemented research papers into deployable products, led multicultural teams in the U.S. and Asia, and repeatedly translated cutting-edge models into practical features like OCR translation, meeting summarization, and intelligent assistants. His background spans edge and cloud deployments—real-time gaze and plate detection, posture monitoring, and ROS-based robotics—demonstrating both low-latency engineering and scalable cloud integrations. Wei-ming also tunes large language models for business workflows, powering search chatbots and automated email/report generation that materially improve efficiency. A frequent AI competition participant with multiple awards, he brings a research-driven curiosity combined with hands-on MLOps and documentation practices. Notably, his work often bridges modalities (vision, language, robotics) to solve domain-specific challenges rather than just building generic models.
8 years of coding experience
10 years of employment as a software developer
Chinese, English
Github Skills (66)
triplet10
efficientnet10
nvidia10
deepstream10
mmyolo9
tensorrt9
darknet8
sdk8
googlenet8
pose8
paddle8
keras8
mobilenet8
resnet7
human-pose-estimation7
Programming languages (5)
Github contributions (5)
c7934597/Solutions
Nov 2021 - Aug 2023
Contributions:208 pushes, 1 branch in 1 year 9 months
c7934597/Deep_Learning
Jan 2021 - Feb 2022
Contributions:162 pushes in 1 year 1 month
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