Kunal Singh
PhD Candidate
Uttarakhand, India
Summary
👤
Senior🎓
Top SchoolKunal Singh is a PhD candidate at EPFL with eight years of experience focused on computer vision, deep learning, and reinforcement learning, with published work in HDR image fusion. His research spans Binary Neural Networks and Neural Architecture Search, and he has held research positions at GIST (South Korea) and as an intern at Video Analytics Lab, IISc Bangalore where his fast, artifact-free HDR fusion method achieved a ~54× speed-up over prior art. He combines strong academic rigor with practical systems experience from autonomous vehicle perception work using ROS and OpenCV. Based in Uttarakhand, India, Kunal also brings cross-disciplinary strengths in marketing and event management from roles at IIT Roorkee and IIM Lucknow, which help him communicate and lead research projects effectively. An understated trait is his habit of keeping an active personal webpage as the primary outlet for his work, reflecting a preference for curated, long-form technical presentation over social-platform activity.
8 years of coding experience
2 years of employment as a software developer
Indian Institute of Technology RoorkeeHigh School/Secondary Diploma Programs, High School/Secondary Diploma Programs at St Pauls School udaipur
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (34)
clustering8
similarity8
nearest-neighbors8
cosine-similarity7
computer-vision6
machine-learning6
partial5
multiview5
pytorch5
similarity-search5
robotics4
nearest-neighbor-search4
faster-rcnn4
object-detection4
deep-learning3
Programming languages (3)
Github contributions (5)
kunalmessi10/FCN-with-CRF-post-processing
Jul 2018 - Aug 2018
Contributions:23 commits, 4 pushes in 1 month
kunalmessi10/kunalmessi10.github.io
Dec 2020 - Sep 2023
Contributions:132 pushes, 1 branch in 2 years 10 months
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.