Rapid demand for energy has led to an increase in new techniques for hydrocarbon exploration to avoid uncertainty. Evaluating hydrocarbon potential and estimating porosity is a persistent challenge using seismic and well log data in reservoirs. Seismic post-stacked inversion is a robust method for detailed reservoir characterization that produces more precise and comprehensive subsurface images than traditional seismic analysis alone. This article presents a case study for exploration and develo