Surajit Dey

- Information Extraction and Segmentation of Synthetic Aperture Radar (SAR) sattelite images using state-of-the-art Deep Learning Techniques. - Preprocessing SAR and OpenStreetMap (OSM) using Geoprocessing tools like GlobalMapper, QGis, ArcGis, etc. - Implementing GDAL in python - Training novel Deep Neural Network architectures for classification and semantic segmentation of areas such as Roads, Forest, Water, Buildings, etc. - Further Analysis and comparison on the results obtained.

- Commissioning of Linux based Computing Cluster and Security Practices - Shell Scripting - Creating Web Application to check status of clusters, Logged-in users, CPU-Utilizations

- Unity game development for Visual 3D Search experiment - Eyelink Experiment Construction using experiment builder - Conducting experiments on perception

- Development of Statistical Multiplexer in C/C++, Multimedia AVC Encoder (Rockstar) and HEVC Encoder (Roxzen) - Analysis of Transport Stream, audio/video bitrates - Porting encoding engine from Advanced Video Coding (AVC) to High Efficiency Video Coding (HEVC) - Shell Scripting in Linux - Solving bugs and reporting back to client - User Interface Development in PHP, HTML, CSS, JSON, JQUERY for running test scripts via the web interface

Applications of AI, Very Deep Learning, Agent based simulations of complex systems, Document and Content Analysis, Semantic Technologies, 2D image processing, Collaborative Intelligence, Embedded Intelligence, Multimedia Data Mining

Object Oriented Programming with C++, Data Structures, Design and Analysis of Algorithms, Operating Systems, Database Systems, Java and J2EE, Software Engineering, Unix System Programming, Computer Networks, Compiler Design, Graphics and Visualizations, Cryptography and Network Security