# Mickael Rutembya

> AI Systems · Data Engineering · Verifiable Infrastructure. Public professional site for consulting, engineering, evidence review and project qualification.

This site is bilingual (French and English), server-rendered by Django and hosted on a sovereign Hetzner origin behind Caddy, with optional Cloudflare protection. Public agent interfaces never expose private pricing coefficients, owner data or internal portfolio scoring.

## Primary pages

- [Home](https://mickael-umt.com/): Professional positioning and current focus.
- [Capabilities](https://mickael-umt.com/expertises/): Consulting and engineering offers with public day-rate references.
- [Project evidence](https://mickael-umt.com/realisations/): Repositories, provenance and evidence notes.
- [Experience](https://mickael-umt.com/parcours/): Career and training background.
- [Engagement formats](https://mickael-umt.com/engagement/): Ways to work together.
- [Calculator](https://mickael-umt.com/outils/calculator/): Browser flow for identified professional visitors.
- [Contact and qualification](https://mickael-umt.com/contact/): Human contact and project routing.

## Agent interfaces

- [Full LLM context](https://mickael-umt.com/llms-full.txt): Expanded public offers and project evidence.
- [Public JSON context](https://mickael-umt.com/api/agent/context): Profile, offers, projects, rates and canonical links; accepts `?lang=fr` or `?lang=en`.
- [OpenAPI 3.1](https://mickael-umt.com/api/openapi.json): REST contract for discovery and consented brief submission.
- [MCP server metadata](https://mickael-umt.com/mcp/server.json): Remote Streamable HTTP configuration.
- [MCP endpoint](https://mickael-umt.com/mcp): Stateless MCP endpoint with public read tools and a protected brief-submission tool.

## Interaction policy

- Read-only discovery is public.
- Project brief submission requires explicit consent, `Authorization: Bearer <AGENT_API_TOKEN>` and a stable `Idempotency-Key`.
- The agent token is independent from owner accounts and Django sessions.
- Do not send secrets, health data or unnecessary personal information.
- Private pricing rules, coefficients, promotion tables and owner-only assessments are intentionally unavailable.