Tom Zafred

C#, .NET, SQL Server (T-SQL), Vanilla JavaScript, Python, Node.js, Model Context Protocol (MCP), SQLite (WAL/FTS5), Biobank & LIMS Architecture

Wire-level cryptographic execution gates and zero-bloat local FTS5 knowledge vaults for multi-agent engineering workflows.

Sovereign Biobank & LIMS suites (cryogenic vial serialisation, storage relocation, ALCOA+ audit engines) alongside sub-ms stdio MCP daemons & deterministic ANIR execution gates.

Enterprise systems architecture consulting, Biobank/LIMS modernisation, high-integrity .NET & SQL Server engineering, and deterministic AI agent governance (ANIR / RFC-gated MCP toolchains).