Swathikiran Sudhakaran
Researcher at Samsung AI Center
Cambridge, England, United Kingdom
Summary
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Senior🎓
Top SchoolSwathikiran Sudhakaran is a researcher at Samsung AI Center Cambridge with eight years of experience specializing in deep neural networks for video content understanding. He earned a PhD (cum laude) from Università di Trento after collaborating with Fondazione Bruno Kessler’s Technologies of Vision lab and previously contributed to industry R&D at Enview in India. His work bridges rigorous academic research and applied AI, focusing on spatio-temporal modeling and practical video analytics that transfer to product settings. Trained in signal processing (M.Tech.) and electronics (B.Tech.), he combines strong theoretical foundations with hands-on experimentation across international research environments. Notably, his trajectory reflects a pattern of cross-institutional collaboration and applied impact rather than purely theoretical publications.
8 years of coding experience
1 year of employment as a software developer
Doctor of Philosophy - PhD, Computer Science, Cum Laude, Doctor of Philosophy - PhD, Computer Science, Cum Laude at Università di TrentoMaster of Technology (M.Tech.), Signal Processing, 8.92/10 CGPA, Master of Technology (M.Tech.), Signal Processing, 8.92/10 CGPA at University of Kerala
English, Malayalam, Hindi
Github Skills (24)
activity-recognition9
computer-vision6
deep-learning5
pytorch5
fusion4
visual-recognition4
python3
epic3
binding3
transfer-learning3
efficientnet3
temporal3
siggraph3
video-understanding2
machine-learning2
Programming languages (2)
Github contributions (5)
swathikirans/ego-rnn
Aug 2018 - Nov 2019
Attention is All We Need: Nailing Down Object-centric Attention for Egocentric Activity Recognition - BMVC 2018
Contributions:5 commits, 4 pushes, 1 branch in 1 year 4 months
pytorchobject-centricbmvc-2018deep-learningattention-is
swathikirans/violence-recognition-pytorch
Jun 2018 - Feb 2019
Contributions:14 commits, 12 pushes, 1 branch in 8 months
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