Edison Engineering Development Program
CurrentResearch Engineero Spearheaded the development of a federated framework for the creation of Foundation Models, specifically tailored for Oncology NLP and NLG applications. This initiative is aimed at enhancing the AI-assisted interpretation of Radiology Reports, Pathology Reports, and Consultation Notes.o Engineered and deployed a suite of tools, scripts, and procedures enabling the preparation and training of datasets at remote sites, facilitating a decentralized approach to model development.o Orchestrated comprehensive experiments to evaluate model performance across diverse tasks, datasets, and model aggregation strategies, ensuring robust and unbiased AI tools suitable for clinical application.Full Stack Software Engineer o Led the creation of an integrated application designed to perform advanced pasting operations on the Imaging Fabric Platform. This application has set a new standard in the visualization and post-processing of medical images.o Developed capabilities to generate pasted images for whole-body scans, significantly improving diagnostic visualization and patient care.o Pioneered the implementation of auto-registration for pasted images, enhancing image accuracy and reliability for medical professionals.Data Engineer o Engineered organization-wide usage dashboard to monitor multiple KPIs related to the real-time use of AWS resources. This dashboard has become an essential tool for tracking usage trends, identifying potential areas for improvement, and facilitating data-driven decisions to optimize resource allocation and enhance operational efficiency.o Built prototype to showcase data within Amundsen and Atlas, sourced from RADS (Research and Analytics Data Store). This prototype was instrumental in demonstrating advanced data discovery and cataloging capabilities, significantly improving the accessibility and understanding of data assets within the organization.
