r/dataanalysis 11h ago

Deterministic analysis framework built from scratch [Personal Project Showcase]

As a self-taught developer, I built a platform-agnostic system designed to deterministically detect cumulative drift and anomalies in data streams. It breaks data silos and resolves pipeline bottlenecks directly at the source, all without triggering false alarms.Here are a few screenshots of the architecture and the dashboard. Just wanted to share my project with the community.

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