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Receipts.

Work we've shipped across AWS, product development, AI, and automation. Real systems in production, with the numbers that came out the other side.

REFERENCE BUILD · PROCESS AUTOMATION

Emailed orders, into the ERP, without the retyping.

Amazon Quick agents read purchase orders out of Outlook, check them against an on-prem SQL Server ERP over a private path, and write the order back, with a human approving the exceptions.

Amazon QuickMicrosoft 365MCP
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PROCESS AUTOMATION

From inbox chaos to automated operations.

Three n8n + AWS Bedrock workflows automate an SMB's email triage, stock monitoring, and CRM follow-ups, without replacing the tools they already run.

n8nAWS BedrockWorkflow automation
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PRIVATE AI PLATFORM

A private AI assistant, in their own cloud.

A self-hosted, multi-model assistant on AWS Bedrock for a research foundation: frontier models behind staff-only SSO, in their own EU account.

AWS BedrockSSOVector DB
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AWS MIGRATION

A 47-server VMware estate, migrated to AWS.

An agentic VMware-to-AWS migration with AWS Transform and a custom agent: cloud-native security, the whole estate off VMware.

AWS TransformVMwareEC2
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AWS · IaC & SECURITY

From ClickOps to Terraform, with a security audit.

An ERP SaaS provider's console-built AWS account, codified into Terraform, plus a security & cost assessment.

TerraformIAMSecurity audit
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AWS · DATA & AI

A document-AI pipeline that rests at ~€18/month.

An engineering firm's on-prem permit-processing PoC, migrated to a scale-to-zero serverless AWS pipeline: OCR + a Greek LLM.

ServerlessOCRGreek LLM
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CUSTOM DEV · AI

A desktop AI co-pilot for sales calls.

An in-house native desktop app: listens to a live call, transcribes on-device, streams talking points from your own data.

Desktop appOn-device STTClaude
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