James Yang
PhD Candidate
Singapore
Summary
👤
Senior🎓
Top SchoolJames Yang is a PhD candidate at Nanyang Technological University with eight years of experience building AI and data systems that solve real-world problems. His background blends hands-on industry internships at firms like Jump Trading, SAP, Visa, and ViSenze with academic research in AI and data systems, giving him a practical bent on production-ready ML and data infrastructure. He has a strong foundation in mathematics and computer science and a track record of improving deep learning model performance—raising F1 scores by over 20% during a Visenze project. Based in Singapore, he focuses on bridging research and engineering to move models from prototype to deployed systems. Outside formal roles, he maintains a technical homepage and GitHub presence that reflect an ongoing commitment to reproducible research and tooling.
8 years of coding experience
1 year of employment as a software developer
Hangzhou Foreign Languages SchoolBachleor of Engineering, Mathematics and Computer Science, Bachleor of Engineering, Mathematics and Computer Science at Nanyang Technological UniversityDoctor of Philosophy - PhD, AI and Data systems, Doctor of Philosophy - PhD, AI and Data systems at Nanyang Technological University Singapore
English, Chinese
Github Skills (13)
pytorch-lightning9
pointnet9
hydra8
point-cloud8
counting7
pytorch6
homography1
kalman1
python1
filter1
intrinsics1
constraint1
kalman-filter1
Programming languages (1)
Github contributions (5)
Jiang-Muyun/PointNet12
Aug 2019 - Jul 2020
Contributions:191 commits, 3 pushes, 2 comments in 10 months
Jiang-Muyun/Open3D-Semantic-KITTI-Vis
Sep 2019 - Jul 2020
Contributions:15 commits, 13 pushes, 1 branch in 9 months
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