Cody Churchwell consigcody94

PYTHIA MCP SERVER

Production-grade Higgs boson phenomenology for AI systems

_{Built on Lilith-2 by Sabine Kraml (LPSC Grenoble) — properly attributed & credited}

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│                                                                                              │
│   An oracle for Higgs boson phenomenology — connecting AI assistants to particle physics    │
│                                                                                              │
├──────────────────────────────────────────────────────────────────────────────────────────────┤
│                                                                                              │
│   ┌─────────────────┐         ┌─────────────────────────────────────────────────────────┐   │
│   │                 │         │                    PYTHIA MCP SERVER                    │   │
│   │  🤖 AI AGENT    │────────▶│  ┌─────────────────────────────────────────────────┐   │   │
│   │                 │         │  │            20+ PHYSICS TOOLS                     │   │   │
│   │  Claude, GPT,   │         │  │  compute_likelihood  │  analyze_2hdm            │   │   │
│   │  Gemini, etc.   │         │  │  scan_1d / scan_2d   │  analyze_singlet         │   │   │
│   │                 │         │  │  get_sm_predictions  │  compute_pvalue          │   │   │
│   │  "What are the  │         │  │  search_hepdata      │  fetch_hepdata_record    │   │   │
│   │   constraints   │         │  └─────────────────────────────────────────────────┘   │   │
│   │   on 2HDM       │         └──────────────────────────┬──────────────────────────────┘   │
│   │   Type-II?"     │                                    │                                  │
│   │                 │         ┌──────────────────────────┼──────────────────────────────┐   │
│   └─────────────────┘         │                          │                              │   │
│                               ▼                          ▼                              ▼   │
│           ┌───────────────────────────┐  ┌───────────────────────────┐  ┌───────────────────┐
│           │       LILITH-2            │  │      HEPDATA API          │  │   CERN OPEN DATA  │
│           │  ──────────────────────   │  │  ───────────────────────  │  │  ───────────────  │
│           │  -2 log(L) computation    │  │  ATLAS/CMS measurements   │  │  LHC datasets     │
│           │  Reduced couplings (κ)    │  │  Signal strength data     │  │  Run 1 + Run 2    │
│           │  Signal strengths (μ)     │  │  Correlation matrices     │  │  Open access      │
│           └───────────────────────────┘  └───────────────────────────┘  └───────────────────┘
│                                                                                              │
├──────────────────────────────────────────────────────────────────────────────────────────────┤
│  SUPPORTED PHYSICS MODELS                                                                    │
├──────────────────────────────────────────────────────────────────────────────────────────────┤
│                                                                                              │
│   Standard Model         κ-Framework           2HDM Type-I/II        Singlet Extension      │
│   ───────────────       ─────────────         ───────────────       ──────────────────      │
│   All κ = 1             CV, CF, Ct, Cb        tanβ, sin(β-α)        mixing angle            │
│   Reference point       General couplings     MSSM-like             SM + scalar singlet     │
│                                                                                              │
│   2HDM Lepton-specific   2HDM Flipped         Invisible Decays                              │
│   ────────────────────  ─────────────         ────────────────                              │
│   tanβ, sin(β-α)        tanβ, sin(β-α)        BR_inv → DM                                   │
│                                                                                              │
└──────────────────────────────────────────────────────────────────────────────────────────────┘

WORK

Physics & AI Infrastructure

Research & Tools

STACK

Full Technology Breakdown

Domain	Technologies	Experience
Languages	Python, TypeScript, Rust, C++, Go, Bash	4-8 years
AI/ML	Claude API, MCP Protocol, LangChain, PyTorch, OpenAI	2-6 years
Backend	FastAPI, Node.js, GraphQL, REST, gRPC	5+ years
Data	PostgreSQL, Redis, MongoDB, Vector DBs, TimescaleDB	4+ years
Cloud	AWS (Solutions Architect level), GCP, Azure	5+ years
DevOps	Kubernetes, Docker, Terraform, GitHub Actions	4+ years
Physics	Lilith-2, HEPData, ROOT, CERN Open Data	1+ year

METRICS

CONNECT

Full-time / Contract	AI Architecture Consulting	Open Source Collaboration	Technical Co-founder
Remote worldwide	System design & ML ops	Research projects	Startup advisory

_{Building production-grade AI systems that solve real problems.

Currently bridging AI assistants with particle physics research.}

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Cody Churchwell consigcody94

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