Our People
Karthikk Subramanian
Senior Staff Engineer
Learning & Vision
Karthikk is a Senior Research Engineer at Panasonic Singapore Labs. He did his Master of Science in Electrical Engineering at Nanyang Technological University, Singapore in 2012 and has been working at Panasonic since then.
He has been working on Automotive and Surveillance applications for Panasonic products. He exhibits strong interest in advance AI research topics such as Reinforcement Learning, Few shot Learning and Neural Architecture Search.
His aim of interest is towards utilizing AI Technology for reinforcing the lives of people in order to achieve seamless existence and betterment of mankind.
Accomplishments
Karthikk has so far published 4 patents in Artificial Intelligence domain. He has also published journal papers at Conference on Robot Learning and ITS World Congress and won first place at AI Driving Olympics, NIPS 2018.
He has bagged Bronze award at Panasonic Technology Symposium (PTS), 2018 and received Panasonic CTO Award (Individual category) in May, 2019 for his accomplishments.
Publications
Computer Graphic Simulator for AI Automotive Algorithm Development
Subramanian, Sugiri Pranata, Sheng Mei Shen, Ryota Fujimura, Yasunori Ishii, Sotaro Tsukizawa
26th ITS World Congress, Singapore, 21-25 October 2019
Intention-Net: Integrating Planning and Deep Learning for Goal-Directed Autonomous Navigation
Wei Gao, David Hsu, Wee Sun Lee, Shengmei Shen, Karthikk Subramanian
Conference on Robot Learning, 13-15 November 2017 [PMLR 78:185-194]
