•Developed data-driven modules of the cloud-based digital rock application for permeability predictions in a rock.
•Conducted data preprocessing of 3D micro-CT rock images, including data augmentation and image features extraction from over 13,000 images with Python and OpenCV.
•Built regression models in Python and containerized the models in docker on AWS to predict permeability of rock samples, which achieved a 80% accuracy rate by MAPE.