// ai automation engineer
AI automation for
business operations
Twenty years of hands-on engineering applied to ERP integration, document workflows, email, and reporting.
// what I build
ERP integration
ERP, accounting, CRM, and document stores connected so approvals, orders, and reporting run end-to-end without a person in the middle.
document workflow
Structured extraction from invoices, contracts, and forms. Auto-routing to the system of record, with confidence scoring.
email & communication
Triage, classification, and automated replies for inbound business email. LLM with retrieval over an internal knowledge base.
data & reporting
Aggregate from databases, sheets, and APIs. LLM summaries with citations, delivered on schedule to email, Slack, or Drive.
// why hire me
twenty years of production engineering
From data-center infrastructure to global payment systems to production AI agents. Built and shipped at every scale.
full-stack AI, end-to-end
Architecture, backend, LLM layer, IaC, deployment. One engineer, the whole pipeline — no handoffs, no missing pieces.
production over prototypes
Live agents handling real business email — not slide decks, not sandbox demos. The site you’re reading is part of the proof.
pattern-matching across domains
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.