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Mathews-Tom/README.md

Tom Mathews

AI Agent Architect AI Research Engineer AI Evangelist Open Source Builder

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GitHub Followers Total Stars Public Repos Profile Views

I build production AI systems across multi-agent orchestration, retrieval pipelines, evaluation infrastructure, and knowledge-aware reasoning. My work covers the full applied AI stack: architecting agent systems, hardening retrieval and memory workflows, evaluating model behavior, and turning research ideas into systems people can actually use. My open-source work is centered on making advanced AI engineering practical, reproducible, and useful to real builders.

Featured Projects

Tech Stack

Core AI Engineering

Python PyTorch Hugging Face scikit-learn MLX

LLMs, Agents, and Orchestration

OpenAI Anthropic Google ADK Ollama LangChain DSPy Pydantic AI LiteLLM MCP

Retrieval, Knowledge, and Infrastructure

Neo4j ChromaDB Pinecone FastAPI PostgreSQL Redis AWS GCP

GitHub Stats

GitHub Stats Top Languages GitHub Streak

Contribution Activity

Activity Graph

Contribution Snake

AI Token Usage

Connect With Me

GitHub LinkedIn X Email

Random Dev Quote

Random Dev Quote

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  1. Agentic-Design-Patterns Agentic-Design-Patterns Public

    Agentic Design Patterns

    1.7k 303

  2. armory armory Public

    Curated, production-grade skills for AI coding agents. Battle-tested workflows for developers who use AI seriously.

    Python 236 36

  3. LightPROF LightPROF Public

    LightPROF: A Lightweight Reasoning Framework for LLMs on Knowledge Graphs

    Python 46 3

  4. archex archex Public

    Architecture Extraction & Codebase Intelligence for the Agentic Era

    Python 12 1

  5. VaultMind VaultMind Public

    AI-powered personal knowledge management built on Obsidian

    Python 8

  6. anneal anneal Public

    Autonomous optimization for any measurable artifact

    Python 1