About me

Professionally speaking...

My research interests include image analytics, statistical modeling, artificial intelligence (DL/ML), computer vision, visualization, computational photography and other related fields that converge with traditional image processing methods. My expertise in research methodology and technical project management combine to drive innovation and positive outcomes across multiple projects.

  • Publications

    Siemens: ML/DL, personalized modeling
    SCI: statistical shape modeling
    GE: ML, image registration

  • Product/Software

    Siemens: syngo.Breast Care
    SCI: Shapeworks
    GE: PET VCAR, Integrated Registration

  • Recognition

    Siemens: CEO performance award (x4)
    SCI: SCIx top10 best poster
    GE: Dushman award

  • Other

    GE: Six Sigma Green Belt project
    USU: 'Blue Swarm' CV development

Projects

Cover images generated by AI image generators using custom text prompts.

Resume

Education

  1. PhD Computing, University of Utah

    2008 - 2013
    Details

    Dissertation: Statistical analysis of ensembles of nonregular shapes
    Advisor: Dr. Ross Whitaker

  2. MS Computer Science, Utah State University

    2002 - 2005
    Details

    Thesis: Natural Scene Segmentation using Information Fusion and Hierarchical Self-Organizing Maps
    Advisor: Dr. Hengda Cheng

  3. BE Computer Engineering, University of Mumbai

    1998 - 2002

Employment

  1. Head of Artificial Intelligence India, Siemens Healthineers India LLP

    2024 - Present
    Details

    Topics: TBD
    Tech stack: TBD

  2. Senior Specialist, Research and Technology, Siemens Healthineers India LLP

    2023 - 2024
    Details

    Topics: DL/ML • image segmentation • uncertainty quantification • technical project management
    Tech stack: Python • Pytorch • Tensorflow • C++ • ITK • Visual Studio • VS Code • Git

  3. Research Scientist, Siemens Healthineers

    2014 - 2023
    Details

    Topics: DL/ML • image segmentation • pathology detection/characterization • interactive editing
    Tech stack: Python • Pytorch • Tensorflow • C++ • ITK • Visual Studio • VS Code • Git

  4. Software Developer, 1000shapes GmbH

    2014 - 2014
    Details

    Topics: statistical shape modeling • image segmentation • 3D reconstruction • surgical planning
    Tech stack: C++ • Visual Studio • ITK • Amira • Git

  5. Research Assistant, University of Utah

    2008 - 2013
    Details

    Topics: statistical shape modeling • shape regression • longitudinal shape analysis
    Tech stack: C++ • C • R • MATLAB • Visual Studio • ITK • VTK • QT • SVN

  6. Research Scientist, GE Global Research

    2005 - 2008
    Details

    Topics: ML • image segmentation • multi-modality image registration
    Tech stack: C • C++ • MATLAB • Visual Studio • ITK • VTK • QT • SVN