Time‑Series Anomaly Detection Service

Python micro‑service detects outliers in IoT telemetry streams. Implements Hierarchical Temporal Memory and Prophet ensembles. Processes 2 M events/min with Redis streams and Kafka. Alert latency 900 ms p95; false‑positive rate under 1 %. Grafana dashboards drive weekly ops review.

Process

Product Scope

Welcome to HomeFinder, your go-to platform for discovering the perfect property! With HomeFinder, you can browse an extensive selection of homes, apartments, and commercial spaces tailored to your needs. Whether you're searching for a cozy studio in the city or a spacious family home in the suburbs...

Product Rationale

Clickable Prototype

Full Development

Iterations

Tech

We Used

Django

Next.js

PostgreSQL

React

Tailwind

Project

Timeline

Priya Srinivasan

IoT Operations Manager

The anomaly alerts are precise and timely. We prevented three production halts in the first quarter alone.

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