Streaming Anomaly Platform

Project brief

Replace this brief with the real domain, dataset, and motivation once the project exists.

Problem

What high-volume event stream needs faster or more trustworthy anomaly detection?

System design

Document ingestion, schema validation, windowed features, storage, model serving, alert delivery, and the dashboard that makes the result understandable.

Evaluation

Add throughput, end-to-end latency, precision/recall, false-positive analysis, and a comparison with a simple baseline.

Engineering notes

Explain how the system handles late events, malformed records, replay, monitoring, and local development.