Biography:
Pal Washa Shahzad Rathore is currently serving as an Assistant Reservoir Geoscientist at Mari Energies Limited (MariEnergies). She holds a bachelor’s degree in Geology from the University of the Punjab and earned her MPhil in Petroleum Geology from the same institution, graduating with distinctions and receiving a gold medal for academic excellence. Her professional interests include reservoir characterization, geomodelling, and advanced subsurface interpretation. She is actively engaged in integrating artificial intelligence and machine learning techniques into geological workflows to enhance reservoir understanding and optimize field development.


Title : Permeability prediction in carbonate reservoirs: A systematic comparison of empirical, statistical, and machine learning approaches