Engineering at the Edge of Industry 4.0

Merging automation, data, and secure design into impactful solutions.

I'm an engineer focused on automation, data, and secure systems - designing intelligent operations that power Industry 4.0. This space is where I share insights, showcase impactful SCADA and cloud projects, and explore the future of connected control systems.
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Featured Projects

A selection of my latest engineering, SCADA, and cloud integration work.

Ignition SCADA Data Lake Implementation with AWS (Approach 2)

Ignition SCADA Data Lake Implementation with AWS (Approach 2)

This approach streams real-time SCADA data from Ignition to AWS using MQTT and Sparkplug B, enabling event-driven analytics and faster insights.

Posted on January 8, 2025

Ignition SCADA Data Lake Implementation with AWS (Approach 1)

Ignition SCADA Data Lake Implementation with AWS (Approach 1)

Data pipeline that exports daily SCADA records from Ignition to AWS S3, transforming them into structured, queryable datasets using Glue and Athena.

Posted on July 24, 2024

Cleantech Company Data Dashboard Design

Cleantech Company Data Dashboard Design

This project is under development and will be updated with time

Posted on April 18, 2025

Latest Posts

Insights from my engineering, automation, and cloud journey.

Remote SCADA Monitoring Part 3: Securing Ignition SCADA - My Go-To Practices

Remote SCADA Monitoring Part 3: Securing Ignition SCADA - My Go-To Practices

Securing Ignition SCADA goes beyond firewalls. This post walks through the layered approach I use in every deployment.

Posted on August 15, 2024

Remote SCADA monitoring Part 2: Ignition - WireGuard VPN Setup

Remote SCADA monitoring Part 2: Ignition - WireGuard VPN Setup

Follow along on the connection of Ignition SCADA to WireGuard server

Posted on July 14, 2024

Remote SCADA monitoring Part 1: WireGuard VPN Setup

Remote SCADA monitoring Part 1: WireGuard VPN Setup

Set up WireGuard VPN as a low-cost, secure alternative to industrial VPNs with this step-by-step guide.

Posted on June 12, 2024

System Design Thinking in SCADA: Bridging Software Engineering and Industrial Automation

System Design Thinking in SCADA: Bridging Software Engineering and Industrial Automation

This blog breaks down how core software system design principles like modularity, scaling, resilience, and version control apply directly to architecting robust, maintainable SCADA systems using Ignition.

Posted on December 2, 2023