An innovative technique to efficiently remove CO₂ involves introducing a third component with a positive affinity with CO₂ into a binary mixed-matrix membrane (MMM) and eliminating interfacial defects in its structure. In this research, novel ternary MMMs (TMMMs) were synthesized by embedding 1–Hexyl–3–methylimidazolium bis(trifluoromethylsulfonyl)imide ([HMIM][NTf₂]) ionic liquid (IL) and aluminum oxide (γ–Al₂O₃) nanoparticles into poly (ether-block-amide) (Pebax-1657) matrix for enhancing CO₂ removal from light gases. FESEM, DSC, ATR-FTIR, and XRD analyses were used to evaluate the fabricated MMMs structurally. The permeation tests of gases (CH₄, N₂, and CO₂) through prepared membranes were conducted at 25°C and 4, 6, 8, and 10 bar pressures. In accordance with the permeation outcomes, the ternary MMMs exhibited enhanced CO₂ separation performances compared to the unloaded polymeric membrane. Also, the optimized MMM comprising 10 wt.% of the IL and 6 wt.% of the nanoparticles obtained a CO₂ permeability of 173.90 Barrer, as well as CO₂/N₂ and CO₂/CH₄ selectivities of 77.98 and 24.29 at 10 bar and 25°C, which are higher by about 51%, 23%, and 22%, respectively than those of the pristine polymeric membrane. Based on these results, the prepared membrane appears to be a promising choice for separating CO₂ from light gases.