Projects
Artificial IntelligenceConcept Project
AI Operations Platform
A concept platform applying anomaly detection and automated triage to reduce manual operations workload.
The Challenge
Operations teams at scale spend significant time triaging alerts manually, most of which are false positives or low priority.
The Solution
A concept architecture combining streaming anomaly detection with an automated triage layer that ranks and routes incidents, surfacing only what needs human judgment.
Technology
What it was built with.
PythonKafkaPyTorchKubernetesGrafana
Gallery
Representative visuals.
Results
Results placeholder — replace with measured outcomes once a real engagement is available.