Pratik Dubal
Machine Learning Engineer (Senior) at Meta
New York, New York, United States
Summary
👤
Senior🎓
Top SchoolPratik Dubal is a senior Machine Learning Engineer based in New York with a decade of experience building deep learning systems for computer vision and large-scale representation learning. Currently at Meta, he combines production ML engineering with academic research—working with Prof. Peter Belhumeur on self-supervised, few-shot methods for fine-grained species categorization across the tree of life. He previously led ML at AitoeLabs, delivering smarter video analytics, and has hands-on experience from research and industry internships to graduate teaching at Columbia. Known for bridging rigorous research and product-focused deployment, he thrives on scaling representation learning approaches from lab prototypes to real-world video systems. An unusual blend of academic mentorship and production leadership fuels his interest in self-supervision as a practical strategy for low-data, fine-grained vision problems.
10 years of coding experience
2 years of employment as a software developer
Secondary School, Secondary School at Apeejay School, NerulMaster of Science, Master of Science at Columbia University in the City of New YorkBachelor of Engineering (B.E.), Bachelor of Engineering (B.E.) at K.J. Somaiya College of Engineering
English, Hindi, Marathi
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (29)
sgd10
regularization9
classifiers9
loss9
logistic-regression9
tron8
convex7
svm7
convex-optimization7
machine-learning-algorithms7
least-squares7
regression7
optimization6
machine-learning6
mask5
Programming languages (5)
Github contributions (5)
Pratik08/Pratik08.github.io
Oct 2016 - Feb 2020
My personal profile page.
Contributions:31 commits, 6 PRs, 28 pushes in 3 years 4 months
profile-pagereactpersonal-profile
Pratik08/pytorch-submodular
Jun 2019 - Sep 2019
Contributions:11 commits in 3 months
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