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Prof. Sk Aziz Ali

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

Alma Matter

  • 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).