I'm a post-doctoral researcher passionate about leveraging data science and deep learning to advance healthcare systems. Currently, I'm exploring the applications of AI in digital health and imaging at the Medical Image Group, Computational Data Sciences, Indian Institute of Science (IISc), Bangalore. I hold a Ph.D. in Mechanical Engineering from New York University (NYU).
- Designed and delivered MONAI tutorials on image classification tailored for medical professionals easy-to-use and quick adoption in healthcare image analysis.
- This work is being part of course offered by Aster Health Academy's Artificial Intelligence in Healthcare: Theory to Practice
- Implemented deep learning models for explainability of AI in classification tasks
- Implemented deep learning models for accurate biopsy needle segmentation in ultrasound images with a focus on model explainability
- Developed deep learning models for accurate brain tumor segmentation in medical images achieved dice score>=0.8 in BraTS 2017 dataset