Research Area:
Computer Vision and Pattern Recognition, Machine Learning
Research Interests:
Action Recognition from Videos using Deep Learning, Modeling Deep Architectures for CNN, Object Detection and Tracking using deep models, Explainable AI, Federated Learning, Differential Privacy, Analyzing EEG Brain Signals for Emotion and Epilepsy Detection, IOT, Biometrics
Projects:
I have had the chance to work with many wonderful people. These are few of the research projects I have been involved in.
Principal Investigator - SFI National Challenge Fund (OurTech Challenge) - PavAnalytics (Intelligent Pavement Condition Rating System for Cycles and Greenways) - (Link) or (Link) - Active - 2023-2025
Co-Principal Investigator - SFI Targeted Project with Genesys - Explainable Artificial Intelligence for Bias Detection from Data to Model predictions - Active - 2023-2025
Sr Research Scientist in CeADAR in University College Dublin
Team lead - Project manager
Consultant
Worked as a Research Fellow in CeADAR Group in Technological University Dublin. One of the project we completed is XplainIT - Explainable AI For Deep Learning
Worked as Project Manager of H2020 Project called Remotely Operated CBRNe Scene Assessment & Forensic Examination (ROCSAFE).
Worked on Crime Analytics in Open Social Data
Automated System for Epilepsy Detection using EEG Brain Signals based on Deep Learning Approach
3DPyraNet: A generalize 3D Pyramidal Neural Network for Action and Dynamic Scene Recognition
A Deep Learning Approach for Designing an Automated System for Driver Gaze Estimation and Collection of Videos in a Car
Understanding Deep Convolution Neural Network with Pyramidal Structure
Category Based Face Recognition
CAD System for Cancer Detection in Mammograms
Others...