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Case studies

Projects I've shipped. Each one covers the problem, how it was built, and the result.

AI · Cloud · Data01

plain English interfaceread-only sqldeterministic answers

FinOps Hub — Autonomous FinOps Analyst

Ask your cloud-cost data a question in plain English. FinOps Hub turns it into validated SQL over a Databricks warehouse and returns a summary, charts, and the exact steps it ran.

Python / FastAPIAzure OpenAI (gpt-5-mini)Databricks SQLNext.js

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Cloud · Platform · DevOps02

~21 modules4 · peered vnetsprivate endpoints

Azure Hub-Spoke Landing Zone

A modular Terraform landing zone for Azure: a hub-spoke network with a central firewall, private DNS, and four peered VNets where every data and AI service sits behind a private endpoint.

TerraformAzure FirewallPrivate DNSVNet Peering

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AI · Cloud · Platform03

OAuth 2.0 authMCP protocolJWT-verified tokens

AWS Observability MCP Server

A Model Context Protocol server that gives AI agents safe access to AWS CloudWatch, secured with Cognito OAuth 2.0 and JWT validation.

FastMCPAmazon CognitoJWTCloudWatch

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