Enterprise-grade automation platform developed for WMM meter maintenance and operational monitoring.

Manual meter maintenance workflows required engineers to individually verify devices, restart services, validate logs, and capture diagnostics, resulting in nearly 2 hours of repetitive operational effort daily.
Designed and implemented a multithreaded Python automation platform using Playwright, Pandas, and concurrent futures to automate device maintenance, diagnostics collection, and operational verification.
Source code and infrastructure details cannot be publicly shared due to organizational confidentiality policies.