Hi, I’m Jorge Benavides Aspiazu

I work across the full stack of connected systems: embedded firmware and hardware constraints, LPWAN and satellite networks, data ingestion pipelines, cloud backends, and the intelligence layer that reads what those systems produce.

This site is a notebook of engineering problems that only show up once systems grow — especially at the boundaries between devices, networks, and the cloud — and the trade-offs that survive real production use.

Start here: Does AI fit into the IoT stack?

I work with teams on existing IoT systems — architecture reviews, multi-network integrations, and diagnosing hard-to-debug production issues.

Most engagements start as focused technical work and often expand into broader system design or implementation support as complexity grows.

Typical areas I work on include:

• Embedded and hardware-constrained systems
• LPWAN and satellite network integrations
• Device lifecycle, presence, and control-plane design
• Data ingestion pipelines and production observability
• AI intelligence layers over IoT pipelines