Auto-Par: A compiler-inspired source-to-source parallelization tool that automatically detects affine loop nests in sequential C and inserts OpenMP pragmas based on static dependence analysis. Supports reduction recognition, while-loop conversion, and includes a full benchmarking suite with speedup, efficiency, and Amdahl's law visualizations.