Apoorv developed two cross-repository features to enhance observability and proactive maintenance for the sonic-net platform. In sonic-utilities, Apoorv extended the portstat utility to support Forward Error Correction Frame Loss Rate (FLR) statistics, introducing new columns for both observed and predicted FLR, updating data structures, and providing comprehensive tests and documentation. For sonic-swss, Apoorv implemented Lua-based FLR monitoring integrated with orchagent, leveraging linear regression on codeword error distributions to enable predictive analytics for network reliability. This work demonstrated depth in C++ development, Lua scripting, and data analysis, resulting in improved network monitoring and faster fault isolation without introducing regressions.