Juan Bello
Research Scientist at Flawless
Santa Monica, California, United States
Summary
👤
Senior🎓
Top SchoolJuan Bello is a research scientist specializing in self-supervised single-image understanding—depth, novel view synthesis, 3D reconstruction, inpainting, and image sharpening—with a decade of experience spanning academia and industry. A PhD candidate and postdoc from KAIST with internships at Adobe and Meta, he has first-author papers in top venues (ICIP, ICLR, NeurIPS, CVPR) and now applies neural rendering and dynamic face compositing as a researcher at Flawless. His background bridges rigorous signal-processing roots (BEng with near-perfect grades) and production-focused engineering from early roles at Procter & Gamble, enabling practical research that moves toward deployable tools. Based in Santa Monica, he combines deep technical depth in computer vision with hands-on experience shipping prototypes and contributing novel methods that often require minimal supervision. Notably, he pivots smoothly between inventive academic work and product-driven neural rendering challenges, reflecting a talent for translating complex models into real-world media applications.
10 years of coding experience
13 years of employment as a software developer
Universidad Nacional Autónoma de México (UNAM)Bachelor of Engineering (BEng), Electrical and Electronics Engineering, Exchange student, Bachelor of Engineering (BEng), Electrical and Electronics Engineering, Exchange student at University of Technology, SydneyDoctor of Philosophy - PhD, Electrical Engineering, Doctor of Philosophy - PhD, Electrical Engineering at Korea Advanced Institute of Science and Technology
Github Skills (10)
depth9
probability8
lidar8
volumes7
deep-learning4
pytorch4
rendering2
mlp2
synthesis1
radiance1
Programming languages (1)
Github contributions (5)
JuanLuisGonzalez/FAL_net
Oct 2020 - Apr 2021
Repository of our NeurIPS2020 Accepted paper "Forget About the LiDAR: Self-Supervised Depth Estimators with MED Probability Volumes"
Contributions:13 commits, 12 pushes, 1 branch in 6 months
pytorchsupervisedvolumesdeep-learningdepth
JuanLuisGonzalez/ATC-Release-Codes
Jul 2015 - Jun 2017
Contributions:27 commits, 25 pushes, 1 branch in 1 year 11 months
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