During January 2025, Prince Kumar focused on improving code quality in the apache/tvm repository by performing targeted code cleanup and refactoring in C++. He removed an unused quantization attribute assignment from the MrvlJSONSerializer component in codegen.cc, addressing potential confusion around quantization state and clarifying the code’s intent. This change reduced the maintenance burden and improved overall readability, making future development more straightforward. Prince’s work did not involve new feature development or bug fixes but demonstrated attention to maintainability and best practices in code hygiene. His efforts centered on C++ and code refactoring to streamline the codebase for future contributors.