Calsoft was engaged with an energy meter device manufacturer to develop a full analytics pipeline and graph visualization for anomaly detection. Calsoft used technologies such as JavaScript, Python, Angular and Bootstrap to create:
- A custom edge gateway
- An ML based pipeline for data analytics
- Gateway to datacenter connectivity
- Demand prediction analytics in the ML pipeline