Jie Cui
Senior Machine Learning Engineer at TikTok
City of Edinburgh, Scotland, Singapore
Summary
👤
Senior🎓
Top SchoolJie Cui is a Senior Machine Learning Engineer with nine years’ experience building production computer vision systems, currently driving ML efforts at TikTok after five years shaping visual search and recommendation models at Shopee. He combines deep technical skills in object detection, image segmentation and AI with an MSc in Informatics from the University of Edinburgh, enabling rapid prototypes to scale into robust, low-latency services. Based in Edinburgh but originally from Singapore, Jie bridges international teams and product priorities, translating research ideas into measurable business impact. Notable for a practical, engineering-first approach, he often focuses on the full ML lifecycle—from dataset curation and model design to deployment and monitoring—so that experimental gains survive real-world traffic.
9 years of coding experience
5 years of employment as a software developer
Master of Science - MS, Infomatics, Master of Science - MS, Infomatics at The University of EdinburghBachelor's degree, Electronic Engineering, Bachelor's degree, Electronic Engineering at Xidian University
Github Skills (25)
python-sdk8
clip8
mobilenet8
coco8
self-supervised-learning8
resnet7
api7
vision-transformer6
python6
ros5
multimodal5
pytorch5
image-classification4
vector-database4
deep-learning4
Programming languages (3)
Github contributions (5)
CruiserProject/Cruiser-OnboardROS
May 2017 - Aug 2017
Contributions:38 commits, 6 pushes in 3 months
Cuijie12358/Cruiser-Project-ROS
Jun 2017 - Jun 2017
Contributions:20 commits, 19 pushes, 1 branch in 3 days
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