Pattaramanee Arsomngern
Senior Machine Learning Engineer at Looloo Technology
Bangkok, Thailand
Summary
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Senior🎓
Top SchoolPattaramanee Arsomngern is a Senior Machine Learning Engineer and PhD researcher from Bangkok with eight years of experience building representation learning systems across 2D images and 3D point clouds. She has multiple first-author publications in CVPR, ICCV, TPAMI and a track record of designing pre-training objectives that transfer to segmentation, detection, pose estimation and retrieval. Her research blends weakly supervised methods and geometric-aware 2D–3D alignment—achieving competitive performance using lightweight CAD data rather than dense scene scans. Strong software engineering roots from a computer engineering background complement her research implementations, enabling production-ready ML solutions. A former research group leader, she pairs technical depth with communication and team leadership, and is actively transitioning that expertise into industrial ML roles.
8 years of coding experience
1 year of employment as a software developer
Bachelor of Engineering - BE Computer Engineering, Bachelor of Engineering - BE Computer Engineering at King Mongkut's University of Technology ThonburiDoctor of Philosophy - PhD Information Technology, Doctor of Philosophy - PhD Information Technology at Vidyasirimedhi Institute of Science and Technology (VISTEC)
Japanese, English, ThaiGithub contributions (5)
vistec-AI/WSSET
Apr 2021 - Mar 2022
Contributions:7 commits, 6 pushes, 3 branches in 10 months
pattaramaneea/pattaramaneea.github.io
Dec 2021 - May 2023
Contributions:31 pushes, 1 branch in 1 year 5 months
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