Boston, Massachusetts, United States
• Develop advanced Machine Learning methods to analyze slide pathology images.
• Build REST API for finding regions of interest in Whole Slide Images.
• Deployed API on Harvard Cluster to be called by labs and IoT devices.
• Motivated Self-Supervised Learning for detecting regions of interest in an unlabeled set of slide images.
• Extend the existing framework by implementing and testing Graph Neural Networks, Vision Transformers, and other state-of-the-art models using Pytorch.