Jay Patravali
Senior Data And Applied Scientist
Seattle, Washington, United States
Summary
👤
Senior🎓
Top SchoolJay Patravali is a Senior Data and Applied Scientist at Microsoft with 11 years of experience building computer vision and ML systems across research and production, specializing in geospatial intelligence for on-prem, cloud, and edge deployments. His background spans academic robotics and perception research to industry work on large-scale video self-supervision, few-shot video classification, and medical and pose modeling, with publications at ICCV, WACV, MICCAI, and CVPR workshops. He has repeatedly bridged research and engineering—turning novel probabilistic and unsupervised methods into robust prototypes and services for Azure and product teams. Comfortable across the stack, Jay combines systems integration and tooling with algorithm design, having shipped vision-based localization for autonomous platforms and diagnostics for cardiac MRI. Based in Seattle, he is driven by annotation-efficient representation learning and practical ML that survives noisy, real-world sensing. A less obvious strength is his consistent track record of translating high-risk research (e.g., million-scale video self-supervision) into reproducible, production-ready pipelines.
11 years of coding experience
8 years of employment as a software developer
Master of Science - MS Robotics, Master of Science - MS Robotics at Oregon State UniversityBachelor of Technology (BTech) Electronics and Communications Engineering, Bachelor of Technology (BTech) Electronics and Communications Engineering at Vellore Institute of TechnologyICSE, ICSE at Smt Sulochanadevi Singhania School
Marathi, German, Hindi, English
Stackoverflow
1reputation
217reached
1answer
1question
Github Skills (71)
deep-learning10
robotics10
alarm10
computer-vision10
artificial-intelligence10
clock10
natural-language-processing10
machine-learning10
deep-neural-networks8
ray6
ros6
point-cloud-library6
scene6
opencv6
model-compression6
Programming languages (4)
Github contributions (5)
jaypatravali/jaypatravali.github.io
Jan 2015 - Oct 2019
Contributions:172 pushes, 1 branch in 4 years 9 months
jaypatravali/nuggets_of_life
Sep 2016 - Jun 2017
Contributions:9 pushes, 1 branch in 8 months
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