Description
Guide: Dr. Sripad Krishna Devalla (co-founder and CTO at OriginHealth)
I worked as a remote intern at OriginHealth Pte. Ltd. (Singapore), where the company envisions to automate the detection of birth defects from fetal ultrasound scans, a procedure that demands expertise in radiology.
Here, I developed a configuration-driven framework with data preprocessing pipeline to train deep learning models on AWS EC2 instances. The framework standardized the training procedure for ML models and saved more than 100 hours of development time for the ML team. I also worked on fetal head segmentation using this framework.
This opportunity provided me with a deeper insight into the applications of AI and Computer Vision in medical diagnosis and taught me to work with little and sensitive data. In addition, Confluence was used for documentation and Jira Software was used for Agile Software Development.
