•  Research on Medical Image Processing at Aliah University, Kolkata in collaboration with BIT, Meshra                              

• Research on Machine Learning at Aliah University, Kolkata in collaboration with Hewlett Packard

• Research on Depressive Disorder (Depression) Detection and Management (Machine Learning and NLP) at Jadavpur University, Kolkata.

• Research on IoT at Aliah University, Kolkata in collaboration with MAKAUT, West Bengal

• Research on Information Security at Jadavpur University, Kolkata ( Jt. Supervisor ) 

• Research on Air Quality forecasting using Deep Learning at Aliah University, Kolkata in collaboration with University of Technology Sydney.

• Doctoral Research on Medical Image Processing, development of an Automated system for early detection of Cervical Cancer, management of pre-cancerous lesions at Jadavpur University and SSKM Hospital, Kolkata.

•  Semantic Knowledge Based IoT Resource Discovery at Tripura University in collaboration with Researchers from Curtin University , Australia. (Post-Doctoral)

        Output: Published a Springer Book Chapter on IoT Data Semantics.

• Awarded Post Doctoral Research Fellowship at University of West Scotland , UK with grant from European Commission. 

        Area- computational intelligence/machine learning approaches for modelling, analysis and solving challenging real-world problems. The application domain was in the Remote Healthcare Systems.

• Research at Kansas State University, USA:

Digital Watermarking of Images via the Haar Transform and Random Watermarks. Applying the transform to an image, applying two different levels of quantization, insertion of Watermark by Random number generation. Performing inverse Haar transform to successfully recover watermark. Filtering image by 3 by 3 Moving Average Filter. Different statistical results viz. Analysis of the Mean Square Error, Correlation etc. 

Other MS Course Projects :

Advanced Digital Image Processing: Matlab coding/implementation for image restoration-Inverse & Weiner Filtering, Morphological Image processing, Biometric Image processing, Sharpening & smoothing image using high/low pass Butterworth filter, Translating image, Spatial Domain Sharpening, High boost filtering, image enhancement techniques.

Pattern Recognition: Using Statistical Analysis & Matlab to implement.

RF Circuit Design: Design & testing of FM broadcast transceiver.

Wide area networking: Simulating a Corporate Network using Opnet, also TCP / IP Protocols, Frame Relay, PVC etc.

Digital Radio Hardware Design: Construction of Transceiver for Mars Rover funded by JPL & NASA.