Worked on enhancing the reliability and stability of pod lifecycle management within the numaproj/numaflow repository, focusing on backend development using Go and Kubernetes. Addressed a critical bug by introducing an isTerminatingPod helper function, which improved early detection of terminating pods in both monovertex and vertex reconcilers. This technical approach ensured more accurate accounting of non-running pods, directly preventing resource management and reconciliation issues that could disrupt flow processing. Demonstrated a strong grasp of system design and Kubernetes lifecycle intricacies, contributing targeted code improvements that reduced potential delays and inconsistencies in the reconciliation loop, ultimately strengthening the system’s operational robustness.