Code Optimization

Deep tuning for 10× to 100× faster critical code sections

CLASSIC CODE OPTIMIZATION

ADVANCED CODE OPTIMIZATION

IT Services Portfolio

Classic scalar & vector optimization

Deep refactoring of single-threaded and vectorized code paths (SIMD intrinsics, auto-vectorization tuning, loop unrolling, cache-blocking) to extract maximum performance from existing x86/ARM CPUs without changing the programming model

Shared-memory parallelism mastery

Advanced OpenMP implementation (tasking, loop collapse, SIMD + threading hybrid, NUMA-aware data placement, thread pinning, false-sharing elimination) to scale efficiently up to hundreds of cores on multi-socket servers

Distributed-memory scaling excellence

MPI optimization (non-blocking collectives, overlap computation/communication, one-sided communication, topology-aware mapping, persistent communication) for strong & weak scaling on thousands of nodes

Full CUDA, HIP/ROCm, SYCL/oneAPI, and OpenACC porting & tuning — kernel fusion, memory coalescing, occupancy maximization, asynchronous streams, unified memory strategies, multi-GPU scaling

GPU offload & acceleration

Heterogeneous & multi-backend optimization

Roofline-driven advanced refactoring

Seamless performance portability across CPU+GPU+accelerator architectures using directive-based (OpenMP target, OpenACC), library-based (oneAPI DPC++, Kokkos, RAJA), or hybrid approaches, with automated backend selection.

Application of the Roofline model + computational intensity analysis to guide algorithmic redesign, data layout transformation, and kernel fusion, achieving 2–10× speedups while maintaining maintainability and portability.