// ai automation engineer
Twenty years of hands-on engineering applied to ERP integration, document workflows, email, and reporting.
ERP, accounting, CRM, and document stores connected so approvals, orders, and reporting run end-to-end without a person in the middle.
Structured extraction from invoices, contracts, and forms. Auto-routing to the system of record, with confidence scoring.
Triage, classification, and automated replies for inbound business email. LLM with retrieval over an internal knowledge base.
Aggregate from databases, sheets, and APIs. LLM summaries with citations, delivered on schedule to email, Slack, or Drive.
// why hire me
From data-center infrastructure to global payment systems to production AI agents. Built and shipped at every scale.
Architecture, backend, LLM layer, IaC, deployment. One engineer, the whole pipeline — no handoffs, no missing pieces.
Live agents handling real business email — not slide decks, not sandbox demos. The site you’re reading is part of the proof.
Payments, real estate, logistics, manufacturing. The bottlenecks repeat across industries; the fixes generalize.
// proof of capability
MailPilot — a production AI agent that handles real business email end-to-end. Live at demo@lab5.ca.