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Achievements

Achievement: Pair Extraordinairex3Achievement: YOLOAchievement: QuickdrawAchievement: Pull Sharkx2Achievement: Arctic Code Vault Contributor

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codychampion/README.md

Cody Champion, PhD

AI Decision Science Manager at Accenture Ireland. Based in Dublin.

What I work on

  • Enterprise AI / agentic systems — production RAG, multi-agent orchestration, knowledge graph automation (Neo4j + Graphiti, FastMCP, LiteLLM, Prefect)
  • Geospatial / satellite ML — planetary-scale detection pipelines; IARPA SMART program technical lead (Airflow-orchestrated, 50+ independently evaluated release cycles, $60M+ portfolio oversight)
  • Applied ML — ViT, Siamese/contrastive learning, Koopman operators, UNet/ResNet; remote sensing, object detection, change detection
  • AI infrastructure — RTX 5090 homelab, Cloudflare Tunnel + OAuth 2.1, Langfuse observability, 55-container Docker stack

Background

ODNI/NGA postdoc → Booz Allen Hamilton Lead Scientist (DARPA advisement) → Accenture Federal Services ML Eng Manager (IARPA SMART) → NSF Lead Data Scientist GS-15 (strategic advisor to Chief AI Officer) → Accenture Ireland

PhD, Biology (computational focus, NMSU) | NSF Graduate Research Fellow 2015-2018 | Claude Certified Architect (Early Adopter, 2026)

Selected publications

YearVenueTopic
2024IEEE IGARSSSatellite ML / remote sensing
2023IEEE IGARSS (first author)Geospatial change detection
2023WACVComputer vision
2020Cell Chemical BiologyMosquito microbiome
2018Annals of Behavioral MedicineEpidemiology forecasting

Links

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  1. mcp-orchestrator-workbenchmcp-orchestrator-workbenchPublic

    MCP/FastMCP orchestration workbench for agent routing, logging, and local service experiments.

    Python

  2. design-systemdesign-systemPublic

    Personal design system for AI-agent-ready portfolio surfaces, tokens, and interaction patterns.

    HTML

  3. eldritch-thinkingeldritch-thinkingPublic

    Lovecraftian thinking-status messages for AI apps, CLIs, dashboards, and agent UIs.

    JavaScript 1

  4. local-ml-workbenchlocal-ml-workbenchPublic

    Local MLOps workbench for self-hosted model serving, RAG experiments, and evaluation infrastructure.

    Python 1

  5. arxiv-embedding-benchmarkarxiv-embedding-benchmarkPublic

    Published PyPI package for ArXiv embedding benchmarks, retrieval evaluation, and scientific RAG experiments.

    Python 4