Description

Guide: Dr. Sripad Krishna Devalla (co-founder and CTO at OriginHealth)

  • Developed a configuration-driven framework with data preprocessing pipeline for training deep learning models on AWS EC2 instances
  • Standardized the training procedure for ML models, saving over 100 hours of development time for the ML team
  • Worked on fetal head segmentation using the developed framework
  • Gained insights into the applications of AI and Computer Vision in medical diagnosis
  • Acquired experience in working with limited and sensitive healthcare data