Haoyu Guo
Analytical Consultant at FICO®
Beijing, Beijing, China
Summary
👤
Senior🎓
Top SchoolHaoyu Guo is an analytical consultant and data scientist with eight years’ experience applying predictive modeling, machine learning, and statistical programming to credit risk and personal lending at FICO. He combines a biostatistics MS with a preventive medicine background, giving him a strong foundation in rigorous experimental thinking and applied statistics. Skilled in SAS, R and big-data score development, he designs scorecards and risk strategies that translate complex models into deployable credit decisioning. Based in Beijing, he also engages with research at Shanghai AI Lab and holds a PhD from ZJU3DV, reflecting a rare mix of industry-facing risk analytics and academic AI research. Colleagues describe him as a pragmatic modeler who bridges statistical rigor with production constraints to deliver measurable business impact.
8 years of coding experience
Master of Science (M.S.), Biostatistics, Master of Science (M.S.), Biostatistics at California State University-East BayBachelor of Medicine, Preventive Medicine, Bachelor of Medicine, Preventive Medicine at China Medical University
English, Chinese
Github Skills (30)
manhattan10
scene10
3d-reconstruction10
3d-rendering9
computer-vision8
siggraph8
3d-modelling8
radiance8
pytorch7
neural-rendering7
sdf7
cuda6
computer-graphics6
python6
object-detection5
Programming languages (3)
Github contributions (5)
zju3dv/manhattan_sdf
May 2022 - Jun 2022
Code for "Neural 3D Scene Reconstruction with the Manhattan-world Assumption" CVPR 2022 Oral
Contributions:26 commits, 17 pushes, 70 comments in 1 month
pytorchreconstruction3d-scenescene-reconstructioncomputer-vision
ghy0324/ghy0324.github.io
Feb 2018 - Jun 2019
Contributions:199 pushes, 1 branch in 1 year 4 months
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