Practical systems for automation, resilience, data, and communication.
I build and operate software and infrastructure where reliability, clarity, and operational usefulness matter. My work spans forecasting platforms, resilient communications, emergency alerting, mobile apps, embedded Linux, networking, automation, and evidence-backed AI.
Goal-driven engineering breadth
I work across business process, infrastructure, software delivery, data, communications, and field operations. The common thread is building systems that reduce friction, surface the right information, and keep working under pressure.
Operator mindset
- Deterministic, maintainable architectures
- Safe incremental automation
- Operational simplicity
- Documentation that preserves context
Software and platforms
Full-stack and systems work across .NET/C#, Python, C++, Java, Swift, React, Node.js, MariaDB, mobile, and embedded Linux.
Data and forecasting
Applied analytics, ML forecasting, operational reporting, anomaly detection, and decision support systems.
Communications and infrastructure
Networking, alerting, emergency communications, datacasting, SDR, resilient delivery, and automation.
Recent writing
Systems work as a connected operating layer
Clean interfaces, reliable data, field-ready software, and resilient infrastructure work best when they are designed as one adaptive system.