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Data Engineering

Data Engineering

Designing a modern industrial data stack – Part 2

Build automated edge analytics with InfluxDB Python plugins. Track real-time energy costs, compare tariffs, and enable faster insights at the edge.

By Coenraad Pretorius, 7 monthsNovember 8, 2025 ago
Data Engineering

Designing a modern industrial data stack – Part 1

With the increased need to extract and analyse data over the last couple of years and the convergence of OT and IT systems, new possibilities are available to improve the traditional industrial data stack. This has the potential not just to make data available securely, but also reduce complexity, latency, Read more

By Coenraad Pretorius, 1 yearJune 5, 2025 ago
Data Engineering

Blazingly fast dashboards with InfluxDB

Implementing InfluxDB Core to improve dashboard loading, speed up data retrieval and enable real-time insights and actions.

By Coenraad Pretorius, 1 yearMay 24, 2025 ago
Data Engineering

Building a home energy monitoring dashboard for your clevrHome

Build a comprehensive home energy monitoring dashboard with solar, hot water, and mains power tracking using TimeScaleDB and Grafana.

By Coenraad Pretorius, 2 yearsJune 11, 2024 ago
Data Engineering

Build an OPC UA bridge in Python

Many times, during development one comes across a gap in a project that is easy to fix in essence but there are other factors at play. One such example from my work is the need for an OPC UA bridge. In this post we will explore the use cases that I have come across and build an OPC UA bridge in Python.

By Coenraad Pretorius, 3 yearsJune 11, 2023 ago

Posts pagination

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Recent Posts

  • Designing a modern industrial data stack – Part 2November 8, 2025
  • Designing a modern industrial data stack – Part 1June 5, 2025
  • Blazingly fast dashboards with InfluxDBMay 24, 2025
  • Optimising my clevrHome energy consumptionJune 24, 2024
  • Building a home energy monitoring dashboard for your clevrHomeJune 11, 2024

Categories

  • Data Engineering
  • Data Science
  • Energy Efficiency
  • Internet of Things

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