Associate Professor, Electrical & Computer Engineering, College of Design and Engineering, National University of Singapore
ORCID (ID: 0000-0003-2649-9893)
The NUS hand posture data sets I & II
Robotics (ground, aerial) and Humanoid Robots
Artificial Intelligence - Big Data, Predictive Maintenance, Computer Vision, Evolutionary Optimization, Fuzzy Systems, Artificial Neural Networks, Rough Sets, Natural Language Processing
Robotic System Design (ROS)
Autonomous Robot Systems (ROS)
Artificial Neural Networks
Fuzzy Logic and Neuro Fuzzy Systems
Fuzzy and Neural Systems for Intelligent Robotics
Innovation and Enterprise (new product development)
Introduction to Cyber Physical Systems
Digital-Physical Integration in Industry 4.0
Aruvii Pte Ltd, Singapore (2019~)
Robhatah Robotic Solutions, Singapore and Bangalore (2004-17)
2016 Scent of Cigar - Award winning Malayalam feature film - Trailer
2024 Onkara - Award wining Malayalam feature film - Trailer
Machine Learning Algorithms
Supervised and Unsupervised Learning
Imbalanced Data Learning
Few Shot Learning
Any Angle Algorithm for Robot Navigation
Deep Learning Architectures
Convolutional Neural Networks
Recurrent Neural Networks
Generative Models
Evolutionary Multi-Objective Optimization
Expert Systems
Fuzzy Systems
Data Transformation Techniques
Synthetic Minority Oversampling Techniques
Kernel Feature Transformations
Natural Language Processing
Prognostics and Health Management
Remaining Useful Life Prediction
Fault Diagnostics
Quality Estimation
Data Analytics
Time-Series Analysis
Structured Data
Image Data
Text Data
Optimization
Vehicle Routing
Model Hyperparameter Tuning
Editor-in-Chief, Humanoid Robotics - A Reference, Springer-Nature
House Master, Pioneer House, NUS
Sr. Member, IEEE (USA), Life Member IEEE HKN, Fellow IETE (India)
Advisory Board FIRA, AI World Cup
General Chair, FIRA Word Cup and Congress Singapore 2005 & FIRA India 2010
Member, Loka Kerala Sabha 2018~2021 (World Kerala Assembly, Govt. of Kerala, India)
Grama Samskrithy, Palakkad, Kerala
Scent of Cigar - Award winning Malayalam feature film - Trailer
Arunadrutham - Audio and video album - Youtube Channel