What I do

15+ years building production systems. Three areas of focus.

Data Engineering

Pipelines, warehousing, ETL/ELT, streaming, data quality, and observability. Fractional engagement so you get senior expertise without the full-time cost.

70% ETL time reduction · 50+ teams enabled · 75% cost reduction

Platform Engineering

CI/CD, Terraform, cloud infrastructure, Kubernetes, developer tooling, and observability. Build the platforms that let your teams ship fast.

90% incident reduction · 10x backend performance · Self-service adoption

AI Readiness

Move from spreadsheets and manual workflows to structured systems that AI can actually interact with. APIs, data pipelines, automation layers.

MCP servers · Embedding models · Metrics stores · Semantic search

How it works

Every engagement starts the same way. No multi-month proposals, no guesswork about scope.

Start here
One-Week Technical Assessment

A focused deep-dive into your systems, processes, and pain points. The deliverable is a written artifact — a prioritized issue list, architecture assessment, or gap analysis — something concrete you can act on even if we never work together again.

Flat rate. One week. Useful regardless of what happens next.


Then, based on the findings

Prototype

Need to see it working before committing? A proof-of-concept that validates the approach with your existing systems.

Roadmap & Plan

Problem is architectural or strategic? A detailed execution plan with priorities, sequencing, and trade-offs.

Quick Wins

Assessment surfaces high-impact fixes that can ship immediately? We just start knocking them out.

One client at a time. Full focus and deep context on your problem — not juggling five accounts.

Ready to talk?

Book a free 30-minute call to discuss your project.

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