Nivetha worked on the rdkcentral/sysint repository, focusing on enhancing telemetry reliability for WiFi connection monitoring after deep-sleep wake cycles. She addressed a recurring issue where noisy logs were generated due to transient connection failures by implementing debounce logic in Shell. Her solution introduced a consecutive failure counter that only triggered the TELEMETRY_WIFI_NOT_CONNECTED warning after the first failure, resetting the counter once a stable connection was restored. This approach reduced false alarms and improved the accuracy of system integration telemetry. Nivetha’s work demonstrated a thoughtful application of Shell scripting and system integration skills to solve a nuanced reliability problem.