Prerna Singh
Summary
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SeniorPrerna Singh is a Senior Applied Scientist at Microsoft with nine years of experience applying machine learning and reinforcement learning to real-world problems across robotics, healthcare, and document understanding. She holds a Master's in ECE from Carnegie Mellon and has authored five peer-reviewed papers including an IEEE transaction, with early industry research at TCS R&I that produced novel DDPG experience-replay architectures and a patent. At CMU she built Neural ODE–based models to predict individualized drug response curves used by UPMC, and more recently she has presented practical ML workshops and talks at Machine Learning Week and Google DevFest. Prerna blends hands-on systems work (Gazebo, TensorFlow, Torch, C++) with production ML at scale, and she actively mentors and teaches practitioners and students in applied deep learning.
9 years of coding experience
Github Skills (10)
mobile-application8
listview7
recyclerview6
android5
react-native5
react-native-web4
go4
cross-platform2
rich-text-editor2
editor2
Programming languages (3)
Github contributions (5)
friendsofagape/Autographa-Go
Dec 2016 - Sep 2017
Contributions:122 commits, 96 pushes, 2 branches in 8 months
react-nativemobile-appandroid
Bridgeconn/AutographaGo_ReactNative
Mar 2018 - Aug 2018
Contributions:1 release, 85 pushes, 16 branches in 5 months
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