Cheng-ling Lai
AI Engineer at Himax Technologies, Inc.
Tainan City, Tainan City, Taiwan
Summary
👤
Senior🎓
Top SchoolCheng-ling Lai is an AI Engineer with 8 years of experience building practical deep learning systems from research prototypes to production deployments. He has a strong track record in custom model development, SDK/framework design, and integrating models into scalable services using Triton, FastAPI, gRPC and Docker. His work spans OCR, pose-to-detection adaptations for irregular PCBs, defect inspection, and robotics pick-and-place and lane-following systems—skills grounded in a 4.00 M.S. in Electrical Engineering and hands-on lab mentorship. Known for compact architectures and engineering-first thinking, he also builds tooling such as dataset operation frameworks and evaluation packages that accelerate team productivity. Based in Tainan, Taiwan, Cheng-ling combines academic rigor with production optimization, routinely improving training and inference performance while mentoring colleagues across projects.
8 years of coding experience
4 years of employment as a software developer
Master's degree, Electrical Engineering, GPA 4.00, Master's degree, Electrical Engineering, GPA 4.00 at 國立高雄大學
Github Skills (101)
cnn-classification10
mixnet10
vector-database10
vision-transformer10
efficientnet10
distributed-training10
imagenet10
optimizer10
resnet10
fine-tuning10
application10
image-segmentation10
mobilenet10
pytorch10
data-connector10
Programming languages (8)
Github contributions (5)
jamesljlster/ican_mark
Jan 2020 - Sep 2021
Contributions:154 commits, 12 pushes, 1 branch in 1 year 7 months
jamesljlster/yoro-tutorial
Oct 2020 - Feb 2021
Contributions:59 commits, 7 pushes, 4 comments in 3 months
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