Prerna Singh
Senior Applied Scientist at Microsoft
Greater Seattle Area United States
Summary
👤
Senior🎓
Top SchoolPrerna 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
6 years of employment as a software developer
Bachelor of Technology (BTech) Electrical Electronics and Communications Engineering, Bachelor of Technology (BTech) Electrical Electronics and Communications Engineering at Indraprastha Institute of Information Technology, DelhiMaster's degree electrical and computer engineering, Master's degree electrical and computer engineering at Carnegie Mellon University
English, Hindi, French
Github Skills (19)
textinput7
recyclerview6
shadow6
android5
listview5
react-native5
wkwebview4
react-native-web4
golang4
react4
editor3
cross-platform3
webview3
ios3
javascript3
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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