During their tenure, B. Malesevic focused on improving system descriptor accuracy in the tt-forge-fe repository by addressing a bug that caused incorrect hardware configurations to be passed to downstream analyses. They migrated tt-forge-fe to utilize the new tt-mlir API, enabling direct creation of SystemDescAttr from the runtime descriptor rather than relying on a default system descriptor. This C++-based solution ensured that hardware-specific optimizations were correctly applied, resolving issues with inaccurate optimizations. Their work demonstrated depth in compiler development, MLIR integration, and system integration, resulting in a more reliable and precise analysis pipeline for hardware configuration within the project.