For the final project in the Optimized C++ course, the class competed to improve the performance of a legacy particle system used in a game engine. I achieved first place by reducing frame latency from over 120ms to under 17ms—an improvement of over 700%—through the use of SIMD instructions, return value optimization, and custom memory management techniques.