Network Engineering Intern, Tata Communications
Designed a real-time monitoring tool for POP and node health in Python.
It combines traffic forecasting, anomaly detection by voting across Isolation Forest, DBSCAN and Z-score, and Q-learning route recommendations, all served through REST APIs. The lab below is a small, playable version of the voting idea.