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ryandoesdata/README.md

Hey, I'm Ryan 👋🧑🏼‍💻🎻

I'm a software engineer with years of experience building full-stack applications, cloud infrastructure, and modern developer tooling.

I'm a creator of Retriever — an Infrastructure as Code platform that lets teams spin up a full observability stack in their own cloud cheaply and easily. I co-built Retriever’s MCP server, enabling developers to use LLMs to debug applications via natural-language queries.

I’ve also built a Mozart chatbot using the OpenAI API, Python, and RAG techniques.

When I’m AFK, I enjoy running, playing violin, and watching my two huskies wrestle (usually lovingly).

Category Technologies
AI & LLM Systems LLM integrations, Model Context Protocol (MCP), Retrieval-Augmented Generation (RAG), pgvector, embeddings, natural-language querying
AI Tools Cursor, Claude Code, Codex, Co-Pilot
Languages JavaScript, TypeScript, Python, SQL
Web & Application React, Node.js, Express, Vite, HTML, CSS
APIs & Integration REST APIs, webhooks
Data Stores PostgreSQL, MongoDB, OpenSearch, vector databases
Observability OpenTelemetry, Jaeger, Prometheus, SigNoz, AlertManager
Infrastructure & Cloud AWS, Terraform, ECS / Fargate, VPC, ALB / NLB, ACM (TLS)
Containers & DevOps Docker, Docker Compose, Git, GitHub

Let's chat!

LinkedIn

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  1. TeamRetriever/retriever TeamRetriever/retriever Public

    An end-to-end observability platform for trace data, exposed through a UI and MCP, hosted in AWS.

    TypeScript

  2. TeamRetriever/retriever-website TeamRetriever/retriever-website Public

    Public website for Retriever - Infrastructure as Code that lets teams spin up a full observability stack + MCP server in their own cloud.

    HTML

  3. Capstone-BPRZ/rbaskets Capstone-BPRZ/rbaskets Public

    A webhook request capture tool for inspecting and debugging incoming HTTP requests, using React and TypeScript with a PostgreSQL/MongoDB backend.

    TypeScript 1

  4. Amadeus Amadeus Public

    A React-based chat interface for interacting with Wolfgang Amadeus Mozart, powered by a RAG (Retrieval-Augmented Generation) backend that uses Mozart's actual letters from Project Gutenberg.

    Python

  5. elephant elephant Public

    Spaced-repetition practice tool for classical musicians. You practice a piece in small segments; adjacent mastered segments automatically merge into larger ones until the whole piece is memorized.

    JavaScript