Assistant Professor,
Dept. of Computer Science and Information Systems
Globally Consistent Scene and Shape Reconstruction, NLP + Geometric Deep Learning for Scan-to-CAD Reverse Engineering and Smart Manufacturing, Point Set Registration, Vision-Language Models
Birla Institute of Technology & Science, Pilani
Hyderabad Campus
Jawahar Nagar, Kapra Mandal
Dist.-Medchal-500 078
Telangana, India
Ph.D in Computer Science, RPTU Kaiserslautern, Germany [2017 - 2023] Thesis Title “Fast Robust Rigid and Non-Rigid Registration for Globally Consistent 3D Scene and Shape Reconstruction.”
M.Sc in Computer Science, TU Kaiserslautern, Germany [2014 - 2017] Specialized in Computer Vision, Graphics, and Intelligent Systems
B.Tech in Information Technology, West Bengal University of Technology, India [2007 - 2011] Specialized in Data Structuring and Computer Science
Research Experience
Postdoctoral Researcher, German Research Center for Artificial Intelligence [Nov 2023 - May 2024] Horizon Europe project LUMINOUS for Language Augmented Extended Reality applications. The main focus of the research is to develop robust, zero-shot, multi-modal learning and perception for high-grade situational awareness using 2D and 3D sensory systems.
Postdoctoral Researcher, University of Luxembourg [Nov 2021 - Oct 2023] Conducting research at the CVI² (Computer Vision, Imaging, and Machine Intelligence) group headed by Prof. Dr. Djamila Aouada. The main research areas focus on NLP and Geometric Deep Learning-Based 3D Reverse Engineering (RE) for CAD modeling from raw scans in close collaboration with the world’s one of the best 3D scanner production industries, Artec3D (www.artec3d.com).
Scientific Researcher, German Research Center for Artificial Intelligence [Nov 2018 - Oct 2021] Worked on learning systems for 4D analysis of complex scenes at the Augmented Vision (AV) research group headed by Prof. Dr. Didier Stricker.
Research Assistant, German Research Center for Artificial Intelligence [Sep. 2016 - Mar. 2017] Work on Point Set Registration and 3D Surface Reconstruction Methods in Computer Vision and Pattern Recognition. The primary research task was implementing parallel Levenberg-Marquardt Optimization for Nonrigid Structures from Motion.
Research Assistant, German Aerospace Center (DLR) [Jan. 2016 - June 2016] Worked on the scientific visualization and PUCK’s failure tensor analysis on fiber-reinforced composite (FRC) materials that help structure design engineers for shrouded rotor blades.
Research Assistant, Fraunhofer Institute for Industrial Mathematics (ITWM), Germany [Jan. 2015 - Feb. 2016] Worked on Modular Algorithm for Volume Images, MAVI, obtained from PET, MRI, & CT -- Semantic Segmentation and Probabilistic Distribution Analysis on Volume Images using RAndom Closed Sets (RACS).