Vineeth Mohan
Sr Machine Learning Engineer at Visa
San Jose, California, United States
Summary
👤
Senior🎓
Top SchoolVineeth Mohan is a senior machine learning engineer and researcher with a decade of experience building and scaling probabilistic deep learning and recommender systems for large enterprises. He has led AI initiatives at Visa—driving fraud detection, transaction prediction, and a novel conversational model for transaction data—and currently works on ML at Adobe in the Bay Area. His work bridges rigorous research (PhD-level publications and patents) with product impact, emphasizing Bayesian deep learning, uncertainty estimation, and generative models for heterogeneous, large-scale data. He has a proven track record of improving production rankings and recommendation accuracy through contextual embeddings and Siamese transformer architectures, and published applied ML research at venues like CVPR and RecSys. Colleagues value his ability to translate complex probabilistic models into documented, deployable systems that meet latency and business constraints.
10 years of coding experience
11 years of employment as a software developer
Phd Computer Engineering, Phd Computer Engineering at Wayne State University
Github Skills (10)
machine-learning4
pytorch-lightning4
deep-learning4
pytorch4
tabular4
generative1
heterogeneous1
python1
embedding1
clustering1
Programming languages (2)
Github contributions (5)
VRM1/PytorchRecipes
Oct 2019 - Aug 2024
Contains ready to use pytorch recipes
Contributions:24 PRs, 78 pushes, 25 branches in 4 years 11 months
pytorchrecipespython
VRM1/plots
Mar 2018 - Nov 2020
Contributions:9 pushes, 1 branch in 2 years 8 months
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