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JM Valino

About

JM Valino

IoT Architect & Platform Engineer

I design and build cloud-native systems for connected devices — spanning device onboarding and ingestion, edge gateways, event-driven processing, and the telemetry pipelines that move data at scale.

My focus is the architecture that keeps these systems honest as they grow: clear ingestion boundaries, decoupled hot paths, multi-tenant isolation, and platforms that teams can actually operate. I work primarily in TypeScript and NestJS on AWS, with AWS IoT Core at the center of most device-facing systems.

I also spend time on the harder edges of the domain — device provisioning at scale, edge gateway patterns for constrained networks, and event-driven runtimes for modeling device state at fleet scale.

Approach

how I think about systems

Architecture is a series of tradeoffs

There are no free wins — only decisions with consequences. The job is to make the consequences explicit and choose deliberately.

Design for the second hundred thousand devices

The first device is easy. Onboarding, rotation, observability, and blast radius are what decide whether the system survives growth.

Decouple the hot path

Ingestion should never be hostage to storage or downstream processing. Buffers and event-driven boundaries earn their keep under load.

Operable beats clever

A system you can observe, reason about, and change safely is worth more than one that is elegant on paper and opaque in production.

Toolkit

what I work with

Contact

Let's talk

Working on connected devices, edge systems, or telemetry at scale? I'd be glad to hear about it.

get in touch