Software Optimization

CPU optimizations using SIMD SSE/AVX, parallel programming, usage of atomic commands, lock-free data structures, etc.

GPU development and optimizations using CUDA or OpenCL

Finding hotspots, detecting and analyzing various types of bottlenecks.