erfouni Erfouni

`> whoami`

I'm Erfouni, an AI/ML builder interested in systems that do more than generate text—they retrieve useful context, call tools, automate workflows, validate outcomes, and produce real-world results.

🧠 Building with machine learning, RAG, and agentic workflows
🔌 Connecting models to tools and knowledge through MCP and REST APIs
🐳 Packaging ideas with Python and Docker
⚙️ Exploring AI-assisted CAD and SolidWorks automation
🧪 Current operating mode: prototype → test → break → learn → ship

`> stack --verbose`

AI & intelligent systems

Code, containers & tools

Engineering meets AI

`> ls ./what-i-build`

System	What makes it interesting
🧠 AI knowledge systems	Retrieval pipelines that give models the right context before they answer
🔌 Tool-using agents	MCP and API integrations that let AI take useful, controlled action
⚙️ Engineering automation	Intelligent workflows for CAD, design rules, and technical knowledge
📦 Reproducible services	Python applications packaged to behave the same way outside my laptop

`> cat featured_build.md`

Knowledge-backed engineering agents

I build OpenAI Codex plugins and MCP systems that connect AI-assisted SolidWorks workflows to curated engineering knowledge, deterministic validation, and consent-based learning.

design request
    └──► retrieve standards + known patterns
              └──► reason with constraints
                        └──► call CAD tools
                                  └──► validate → learn → improve

`> verify --shipped`

Project	Inspectable proof	Why it belongs here
SolidWorks GPT Plugin		A knowledge-backed Codex plugin with deterministic validation, install verification, and versioned releases
Drawing API Database 2026		2,405 API members, 1,293 source-linked examples, 32 workflows, and bilingual FTS5 search in a validated SQLite artifact
OpenRouter MCP Orchestrator		A tested MCP bridge for orchestrating multiple model families through one tool surface
Helios Multi-LLM Orchestrator		A local-first MCP orchestrator with task decomposition, official-source benchmark routing, 22 unit and HTTP integration tests, and cross-platform setup

_{No vanity counters here—each status links to code, tests, or a release you can inspect.}

`> ./runtime_diagnostics.py`

def build_idea(idea):
    while not idea.works:
        idea = debug(idea, coffee=True)
    return dockerize(idea)

# "Works on my machine" is a bug report, not a deployment strategy.

`> ./pacman --eat-contributions`

_{Waka waka — one contribution at a time.}

_{Always learning. Occasionally debugging the debugger.}

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