Projects
Anchoring AI
A build-with-me series documenting a RAG pipeline and MCP server, built as a portfolio mirror of real consulting work I did for a credit union. Twelve posts covering everything from synthetic data generation to Terraform on Azure, OpenTelemetry instrumentation, and validation strategies.
View project →Enterprise Content Machine
A multi-agent orchestration system for an AI company's internal content team. Six pipeline stages, multiple LLM personas, multi-provider routing (Anthropic, OpenAI, Bedrock), Python/FastAPI back end, Next.js front end, Docker Compose deployment.
Credit Union MCP Server
A shared enterprise MCP server exposing call recordings, transcripts, and CSAT data to multiple internal GenAI teams through a common authenticated interface. Auth via Microsoft Entra ID, hosted on Azure.
AWS Marketplace Launch - GPU Analytics Database
Built and published the AWS Marketplace listing for a GPU-accelerated analytics database: AMI construction, cloud-init scripting for instance lifecycle events, non-pay AMI variants for POC use.