Production engineering

Complex systems.
Clear ownership.

I’m a senior hands-on engineer with a deep foundation in C#, .NET, Azure, distributed systems, and full-stack delivery. More recently, I’ve brought that experience into agentic systems—where useful AI still depends on sound architecture, clear controls, and dependable operations.

Building production software since 2013

Orlando, Florida · U.S. remote / Central Florida hybrid

Architecture · implementation · production ownership

Selected experience

The short version.

Three representative problems spanning platform scale, operational software, and controlled AI.

Distributed systems

High-throughput transaction processing

Reworked a production .NET and Cosmos DB ingestion path through partitioning, indexing, and revised processing strategies—creating more headroom while preserving reliability and diagnostics.

.NET · Azure Cosmos DB · Kubernetes · Event-driven systems

Full-stack systems

Operations modernization

Built a long-lived operating layer around an established system of record, connecting documents, inboxes, APIs, data, and internal workflows while keeping exceptions visible to people.

.NET · React · SQL Server · APIs · Workflow automation

Applied AI

Controlled production AI

Built an assistant that combines private retrieval and bounded tools with human approval, evaluation, audit history, and production observability.

Azure OpenAI · AI Search · Tool calling · Evaluations

Contact

Let’s talk about the work.

If the experience here is relevant, send me a note. A little context about the team, the system, and the problem is plenty.

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Send a note

A little context about the team, the system, and the problem is plenty.