Praneet Singh
Senior Researcher, Neural Video Processing at Dolby Laboratories
West Lafayette, Indiana, United States
Summary
👤
Senior🎓
Top SchoolPraneet Singh is a senior researcher in neural video processing with nine years of experience at the intersection of video coding, analytics, and machine learning. Currently at Dolby Labs after completing a PhD in Electrical and Computer Engineering at Purdue, he has driven end-to-end deep learning compression pipelines and explored multimodal implicit neural representations combining audio and video. His work spans task-aware video analytics, the effect of compression on computer vision, and quality estimation, informed by internships at Apple and multiple projects that applied traditional codec tools to novel 3D Gaussian splat compression. Known for bridging rigorous academic research with production-minded engineering, he has also built real-time video delivery and traffic-analytics systems deployed in the field. Based in West Lafayette, he brings strong theoretical grounding (3.9/4 GPA) and a knack for translating complex models into scalable, deployable solutions.
9 years of coding experience
1 year of employment as a software developer
SSLC, Science, 94.3%, SSLC, Science, 94.3% at Shiksha Sagar SchoolDoctor of Philosophy - PhD, Electrical & Computer Engineering, 3.9/4, Doctor of Philosophy - PhD, Electrical & Computer Engineering, 3.9/4 at Purdue UniversityBachelor of Technology - BTech, Electrical, Electronics and Communications Engineering, 9.49/10, Bachelor of Technology - BTech, Electrical, Electronics and Communications Engineering, 9.49/10 at M.S. Ramaiah Institute Of TechnologyPUC, PCMC, 97.3%, PUC, PCMC, 97.3% at St Josephs College Arts Science
Punjabi, English, Hindi, Kannada, Sanskrit
Github Skills (99)
mxnet10
backbone10
efficientnet10
face10
face-alignment10
face-recognition10
object-detection10
computer-vision10
darkflow10
arcface10
val10
face-detection10
average-precision10
re-identification10
yolov410
Programming languages (4)
Github contributions (5)
praneet195/NUMPY-OPENCV-CONVERTER
Aug 2018 - Dec 2018
Contributions:19 commits, 6 pushes, 1 branch in 4 months
praneet195/ECE637_DIP
Jan 2020 - Feb 2021
Contributions:34 pushes, 1 branch in 1 year
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.