System Note 08 · Open Source & Builder Work

Anomaly Detection System

PythonScikit-learnTensorFlowCI/CD
What it is

A pipeline that watches data for things that look wrong — using clustering (K-Means, DBSCAN) plus plain rules — and flags them automatically as part of the build.

K-Means + DBSCAN · TensorFlow · CI/CD-integrated

Why I built it

Bad data usually gets noticed after it has already broken a report; I wanted it caught the moment it lands.

Evidence before confidence.

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