11/06/2026 updated
100 % available
AI Engineer - Agents and LLMs in Production | Full-Stack .NET / React
Sainte Geneviève, France
Only remote
Master's degree in Computer Science, SUPINFO International University, Paris (2007-2012)About me
AI Engineer: I ship AI agents into business apps (RAG, MCP, evals in CI). 14 years of full-stack .NET / React / Azure, 7 as hands-on CTO, so AI plugs into existing systems without breaking production. Fully remote from France, EU company, available now.
RAGLLMContinuous IntegrationDevOpsPython (Programming Language)PostgreSQLNext.jsTypeScriptAzure Automation.NET CoreReact.jsMulti-Agent SystemsBackendGitLabFull Stack Development
AI Agents and LLM Integration
Design and deployment of autonomous agents in production using Anthropic Agent SDK, Mastra, Vercel AI SDK, OpenAI Assistants, tool calling and multi-agent orchestration. Implementation of Model Context Protocol (MCP) servers that expose internal tools and APIs to agents, enabling AI assistants to query and drive back-office data in plain language.
Full-Stack Development (.NET / React)
14 years of full-stack development covering backend with C#, .NET 8/9, ASP.NET Core, EF Core, Node.js, TypeScript, Express 5, Prisma, PostgreSQL, SQL Server and Redis, as well as frontend with React 18/19, Next.js 16, TypeScript, Tailwind and Vite.
RAG, Embeddings and AI Quality
Building vector pipelines with pgvector, semantic search and document indexing (PDF, DOC, DOCX). Automated AI evals in CI including nightly suites, pairwise comparisons and sandboxes to measure every prompt or model change before production, with observability, cost and latency optimisation.
Clean Architecture and DDD
Application of Clean Architecture, Domain-Driven Design, CQRS with MediatR and the Strangler pattern for legacy migration without breaking production, including multi-tenant system design.
DevOps and CI/CD
Continuous integration and delivery using GitHub Actions, Azure DevOps, GitLab CI/CD, Docker and OpenTelemetry. Testing with Vitest, xUnit and Playwright E2E.
Security and Compliance
Security practices covering OAuth2, JWT, OWASP and GDPR by design, including AI-assisted audits for security, performance, code quality and technical debt delivered as prioritised action plans.
B2B Automation
Workflow automation using n8n, Make, Zapier and Power Automate, connected to tools such as Airtable, Notion, Google Sheets, LinkedIn, Stripe and webhooks.
Agent-Native Development
Working agent-natively with Claude Code, Cursor and GitHub Copilot agentic mode, with continuous self-checks including lint, tests and smoke runs by agents and human approval at the end.
Technical Leadership and CTO Experience
7 years as hands-on CTO of a 10-person international B2B EdTech startup, including team recruitment and training, architecture decisions, customer support and operations, plus Tech Lead on a 2026 rebuild.
Design and deployment of autonomous agents in production using Anthropic Agent SDK, Mastra, Vercel AI SDK, OpenAI Assistants, tool calling and multi-agent orchestration. Implementation of Model Context Protocol (MCP) servers that expose internal tools and APIs to agents, enabling AI assistants to query and drive back-office data in plain language.
Full-Stack Development (.NET / React)
14 years of full-stack development covering backend with C#, .NET 8/9, ASP.NET Core, EF Core, Node.js, TypeScript, Express 5, Prisma, PostgreSQL, SQL Server and Redis, as well as frontend with React 18/19, Next.js 16, TypeScript, Tailwind and Vite.
RAG, Embeddings and AI Quality
Building vector pipelines with pgvector, semantic search and document indexing (PDF, DOC, DOCX). Automated AI evals in CI including nightly suites, pairwise comparisons and sandboxes to measure every prompt or model change before production, with observability, cost and latency optimisation.
Clean Architecture and DDD
Application of Clean Architecture, Domain-Driven Design, CQRS with MediatR and the Strangler pattern for legacy migration without breaking production, including multi-tenant system design.
DevOps and CI/CD
Continuous integration and delivery using GitHub Actions, Azure DevOps, GitLab CI/CD, Docker and OpenTelemetry. Testing with Vitest, xUnit and Playwright E2E.
Security and Compliance
Security practices covering OAuth2, JWT, OWASP and GDPR by design, including AI-assisted audits for security, performance, code quality and technical debt delivered as prioritised action plans.
B2B Automation
Workflow automation using n8n, Make, Zapier and Power Automate, connected to tools such as Airtable, Notion, Google Sheets, LinkedIn, Stripe and webhooks.
Agent-Native Development
Working agent-natively with Claude Code, Cursor and GitHub Copilot agentic mode, with continuous self-checks including lint, tests and smoke runs by agents and human approval at the end.
Technical Leadership and CTO Experience
7 years as hands-on CTO of a 10-person international B2B EdTech startup, including team recruitment and training, architecture decisions, customer support and operations, plus Tech Lead on a 2026 rebuild.
Experience
Professional experience10+ years
Freelancer since2024
Languages
EnglishFluentFrenchNative speaker
Project history
Generative AI platform producing legal documents from emails and attachments. Built generation agents (Mastra, Vercel AI SDK) backed by hundreds of tools to analyse messages and produce documents from client templates. Implemented automated AI evals in GitHub Actions (nightly, pairwise comparisons, sandbox) and ephemeral preview environments. Set up team agentic tooling with shared Claude Code / Cursor pipelines. Stack: TypeScript, Node.js, Express 5, Prisma, PostgreSQL, pgvector, Next.js 16, React 19, Mastra, Vercel AI SDK, Vitest, GitHub Actions, Docker.
Full rebuild of a legacy multi-tenant LMS back office with agentic workflow. Built conversational AI chat connected to business APIs via MCP. Implemented agentic workflow with continuous self-checks by Claude Code agents. Migrated from WebForms/MVC to .NET 9 API in Clean Architecture / DDD, CQRS + MediatR using the Strangler pattern. React 19 / TypeScript / MUI front end, OpenTelemetry observability, Playwright suite, multi-environment GitLab CI/CD. Recruited and trained the in-house team. Stack: .NET 9, ASP.NET Core, DDD, CQRS / MediatR, EF Core, React 19, TypeScript, SQL Server, GitLab CI/CD, OpenTelemetry, Playwright, Claude Code, MCP.
.NET 8 API architecture and AI integration. OpenAI integration with structured outputs, governance and workflow automation. Robust .NET 8 API architectures for smooth system-to-system integration. Fast, dynamic React user interfaces. Stack: React, .NET 8, PostgreSQL, REST APIs, OpenAI.