High power insulated gate bipolar transistors (IGBTs) are integral to modern power conversion systems across railway traction, renewable energy, and HVDC transmission. Traditional gate drivers offer limited adaptability under dynamic conditions, leading to increased switching losses and reduced reliability. This paper proposes a novel current source based active gate driver (CS-AGD) tailored for high-power IGBT modules, enabling dynamic control of transient switching characteristics. We design and prototype a CS-AGD circuit, integrate it within a wide-range double-pulse test platform, and experimentally validate its performance under voltages up to 1000 V and currents up to 600 A. Results demonstrate significant reductions in switching losses and peak voltage/current overshoots compared to conventional gate driving strategies. The proposed solution offers enhanced controllability, opening new pathways for reliability- optimized and high-efficiency power electronic systems.