Amith Ashok focused on backend stability and data integrity across two open-source projects over a two-month period. In facebook/fboss, Amith migrated the Register class’s timestamp representation from uint32_t to time_t using C++, improving the correctness of time data handling and reducing risks of overflow in system programming contexts. This change enhanced the foundation for future time-based analytics. In Wiwynn/OpenBIC, Amith addressed Python 3 compatibility by ensuring setuptools installation to satisfy distutils dependencies, stabilizing CI/CD build automation workflows. While no new features were introduced, Amith’s targeted bug fixes demonstrated depth in maintaining robust infrastructure and cross-language development environments.