Profile
Senior Expert on AI/ML at Siemens Healthineers with 15+ years of experience developing and validating clinical AI products, with a focus on cardiovascular health. My work spans the full product lifecycle — from foundational research and algorithm development through FDA regulatory clearance and real-world clinical validation with hospital partners worldwide. I hold 100+ issued or pending patents and have co-authored dozens of peer-reviewed publications in top venues including MICCAI, JACC, IEEE Transactions on Medical Imaging, and the Journal of Applied Physiology.
Experience

Senior Expert on AI/ML

2021–Present · Siemens Healthineers · Princeton, NJ

Lead AI/ML research and innovation for high-performance clinical products across diagnostic imaging and image-guided therapies. Responsible for technical strategy, validation efforts supporting regulatory clearance, and clinical validation with partners in research and real-world settings. Contributor to 100+ issued or pending patents worldwide.

Head of Strategy, AI and Digital Innovation

Siemens Healthineers · Princeton, NJ

Led strategy for a team advancing precision medicine through AI-based clinical products. Defined roadmaps and priorities across diagnostic imaging, image-guided therapies, and laboratory diagnostics.

Senior Scientist / Staff Scientist

Siemens Medical Solutions — Imaging and Computer Vision · Princeton, NJ

Developed clinical products and prototypes in medical image analysis, AI, and Digital Twin technologies. Research domains included cardiac imaging, hemodynamic modeling, computational electrophysiology, liver tumor radiofrequency ablation, pulmonary embolism detection, and coronary artery analysis.

Postdoctoral Researcher

2009–2011 · Los Alamos National Laboratory (LANL) · Computational Earth Sciences Group

Conducted research in computational science applied to geophysical modeling.

Education

Ph.D., Mechanical Engineering (Computational Science)

2003–2009 · Johns Hopkins University · Baltimore, MD

B.Tech + M.Tech (Dual Degree), Chemical Engineering

1998–2003 · Indian Institute of Technology (IIT) Madras · Chennai, India

Skills & Expertise
  • Clinical AI / Deep Learning
  • Medical Image Analysis
  • Computer Vision
  • Computational Modeling
  • Digital Twins
  • FDA Regulatory Strategy
  • Clinical Validation
  • Applied Mathematics
  • Executive Communication
  • Patent Strategy
  • AI Product Development
External Profiles