Intelligent IT Operations System
Microservices monitoring platform with ML-based fault detection for e-commerce.
Group Leader — Full-Stack / ML Project · Sep 2024 – Dec 2024
- Built a microservices IT-operations platform (Django + Flask) integrating Prometheus and Grafana for real-time CPU, memory, network, and log monitoring.
- Developed an intelligent decision module (SVM, Decision Trees, SVD) for fault detection and automated troubleshooting suggestions.
- Adopted TDD with 56 unit tests (unittest + mock), reaching 97% code coverage.