Gustavo Perez
Postdoctoral Scholar at University of California, Berkeley
Amherst, Massachusetts, United States
Summary
👤
Senior🎓
Top SchoolGustavo Perez is a machine learning researcher and postdoctoral scholar with a decade of experience focused on computer vision and statistical methods, currently based at UC Berkeley. He holds a PhD in Computer Science from UMass Amherst with a strong academic record and a background bridging bioengineering and electronic engineering. Gustavo has progressed from industry roles in engineering and project management to research and teaching positions across Universidad de los Andes and UMass, giving him a rare mix of practical systems experience and rigorous research methodology. His work emphasizes applied ML for vision problems, informed by quantitative rigor and interdisciplinary thinking from biomedical and electronic engineering training. Colleagues describe him as someone who translates complex statistical ideas into experimentally sound systems while mentoring students through hands-on research. He brings a global perspective and tangible product-development experience to academic research, enabling smoother paths from prototypes to reproducible results.
10 years of coding experience
12 years of employment as a software developer
Doctor of Philosophy - PhD, Computer Science, 3.9/4.0, Doctor of Philosophy - PhD, Computer Science, 3.9/4.0 at University of Massachusetts AmherstElectronic Engineer, Electrical, Electronics and Communications Engineering, Electronic Engineer, Electrical, Electronics and Communications Engineering at Universidad del NorteUniversidad de los Andes
Spanish, English, Japanese
Github Skills (5)
matlab4
deep-learning2
matconvnet2
pytorch2
computer-vision1
Programming languages (3)
Github contributions (5)
gperezs/StarcNet
Jul 2020 - May 2022
Machine learning for star cluster classification
Contributions:1 release, 83 commits, 1 PR in 1 year 10 months
guspe98/lab_vision
Feb 2016 - May 2016
Contributions:20 PRs, 27 pushes in 2 months
laboratorycomputer-visionvision
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.