This research investigates the effects of EDM parameters on material removal rate (MRR), electrode wear rate (EWR), and hole taper when drilling AISI 431 stainless steel using brass tube electrodes. Key findings indicate that increasing electrical current and servo rate enhances MRR and taper, while higher water pressure and duty factor reduce taper. Experimental results and analysis contribute to optimizing EDM processes for improved hole quality in industrial applications.