Experienced Enterprise Architect Laying the Foundations of Data Intelligence

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I’m Dave Britt, a veteran architect with decades of experience in data transformation, e-commerce, financial systems, and supply chain analysis.

I’m very personable and have a positive, cohesive effect that strengthens teams and brings out the best in people. I’ve developed teams across continents, including extended time working in India. I have excellent communication skills, a good mind, and I love solving problems with insight and tenacity.

I’ve spent three decades building systems that move, transform, and make sense of data—whether that’s supply chain intelligence, customer behavior in eCommerce, or financial transactions. I design end-to-end pipelines that handle the messy reality of real-world data: inconsistent formats, missing fields, duplicates that aren’t quite duplicates. I’m comfortable across the stack—ingestion, normalization, entity resolution, search indexing—and I make pragmatic choices that balance accuracy with performance. I know when to use fuzzy matching, when to lean on LLMs for entity extraction or validation, and when to just build a manual review tool because automation isn’t worth the risk. The result is data people can trust and systems that don’t fall over in production.

I’m also the person who lays the foundation others build on. I establish patterns for error handling, retries, and schema evolution. I introduce tools—queues, blue/green deployments, AI-assisted workflows—that make the team faster and the infrastructure more reliable. I mentor developers, document decisions, and leave things cleaner than I found them. The principles are the same across domains: understand the problem, deliver working solutions, and make it easy for the next person to pick up where we left off.

David Britt

Phone

(919) 607-9496​

Expertise​

"Lighthouses do not fire cannons to call attention to their shining; they just shine." - D.W. Moody

01

Data Architecture & Pipeline Design​

End-to-end systems that ingest, normalize, and index messy real-world data. Entity resolution, blue/green deployments, zero-downtime migrations. Built to scale and stay reliable in production.

02

AI Integration & Validation

LLM-powered extraction, dual-model validation patterns, and intelligent fallbacks. I integrate AI where it solves real problems and build safeguards so it doesn’t become the problem. A strong background in language translates naturally to effective prompt engineering.

03

Team Foundation & Mentorship

I set up patterns and introduce tools that make teams stronger. I mentor developers toward full-stack capability and help each person discover what they do best. I’ve built these teams across continents and cultures, including extended time in India working to create truly unified global teams.

Samples of My Work​

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Endorsements​

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Big Names I Worked With​
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Contact Me​

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+1 (555) 000-0000​
123 Sample St, Sydney NSW 2000 AU​
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