Freelancer profile translated to English.

Description

95% of AI projects in companies never go into production (MIT study, 2025). The model works, it's the deployment that gets stuck: legacy data, integrations, business validation, team adoption. My job is to break through this wall.

The role of a Forward Deployed Engineer can be summarized in 3 questions. I answer yes to all three.

Translator between business needs and AI? Yes. I start from the first discussion with your experts, not a fixed specifications document.

Rapid prototypes, from POC to MVP directly in your infrastructure rather than theoretical R&D? Yes. I deliver in weeks, not quarters.

Production-grade code (backend, APIs, multi-step agents) that solves real operational bottlenecks? Yes. Not a POC that gathers dust: something that runs.

My proof: I designed and launched MyPawScribe (mypawscribe.com) alone, an AI SaaS that transforms a veterinarian's oral consultation into a structured medical report. From front-end to production: React, Node, PostgreSQL, Stripe, Whisper, Claude API.

Today I am deploying AI agents at the scale of an agri-food group: extracting information from emails, generating quotes based on documents, automated follow-ups, with human validation before each sending.

The rare profile this job requires: I code systems that hold up in production, and I know how to talk to the business. 4 years in B2B business (negotiation, client and institutional relations, contracts) before my AI transition.

Industry field of expertise

Languages

French
Native or bilingual
English
Native or bilingual

Workplace preferences

Can work on-site

Nantes (up to 50km), Rennes (up to 50km), Brest (up to 50km)

Groupe Conserverie du Sud
Forward Deployed Engineer
AGRICULTURE
July 2026 - Today
Nantes, France
Design and deployment of AI agents and automations at the scale of an agri-food group comprising several subsidiaries.

Cross-functional mission: identify operational business bottlenecks, then deliver AI systems that actually run in production, not demos.

First project: a quote generation agent for the corporate gift box campaign. The agent extracts requirements from emails, composes a priced proposal based solely on the reference product documentation, and routes each quote for human validation before sending. Objective: reduce the processing time for commercial requests without loss of control.

Forward Deployed Approach: I start from the needs expressed by the teams, I code, I integrate into their existing environment, and I transfer the tool to the users. Each agent includes a human in the loop and safeguards, because in production, reliability takes precedence over the demo.

Stack: Python, Claude API, LLM orchestration, RAG on documentation base, n8n, human validation queues.
Python Claude Code LLM FDE AI Agent
MyPawScribe
Founder & Solo Developer
HEALTH AND WELLNESS
January 2025 - Today (1 year and 6 months)
Nantes, France
Design, development, and deployment of an AI SaaS solo: it transforms a veterinarian's oral consultation into a structured medical report.
Capturing the expertise of a regulated medical field, encoded into structured context and prompts for LLMs (Claude API + Whisper).
Handling the entire end-to-end stack: React, Node.js, PostgreSQL, Stripe, scraping, SEO, hosting, and deployment.
Artificial Intelligence LLM React.js Node.js Claude Code
Académie Digitale Européenne (Unixel)
Trainer • AI, Crypto & Markets
EDUCATION AND E-LEARNING
January 2023 - Today (3 years and 6 months)
Nantes, France
Training hundreds of learners through structured distance learning programs, eligible for CPF.
Simplifying complex technical subjects into clear and actionable sessions for non-technical audiences.
Creating educational materials.
Practical application and role-playing during case studies.
Professional Training Instructional Design Prompt Engineering Blockchain Cryptocurrencies