Project: Brain Computer Interface (BCI)• Development of a data acquisition Interface between hardware and computer.• Analysing the collected (time-series) data and building a highly accurate predictive model on it.

Project: Explainable Artificial Intelligence (XAI)• Research on different possible explainable methods especially for the deep neural networks on tabular and time-series data. • Implementing counterfactual-explanation approach to reveal the bias in Neural Network for tabular data

Project : Data-Mining ,Auto-labeling of trajectories for TPA project• Classifying and labeling Traces of different vehicle maneuver including different shapes like S-shaped, Circular-shaped and straight curves.

Project : CrEST (Collaborative Embedded Systems )• Designed the controller system of vehicle platoon and implemented the MIL evaluation of the system in MATLAB.• Designed a graceful fault tolerant degradation system for the systematic analysis of possible failures and hazards.