AI Technical Director @ Magellan Partners

Hello, I'mJules Perrodon

Generative AI Technical Director — Leading AI transformation for strategic enterprise clients across Europe.

I architect and deliver production-grade AI platforms for industry leaders like Volvo, TotalEnergies, and Naval Group—turning cutting-edge technology into tangible business value.

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About

Driving Generative AI transformation for enterprise clients across Europe.

As AI Technical Director at Magellan Partners, I lead the Generative AI practice across the group and with strategic clients including Volvo, TotalEnergies, and Naval Group. My journey started as a .NET developer, evolved through Azure architecture and IoT platforms, and now focuses entirely on enterprise AI transformation.

I specialize in designing and deploying AI Hub platforms at scale—enabling enterprises to leverage Generative AI with strong observability, self-service capabilities, and governance. I work across the full stack: Azure, AWS, Nvidia AI Enterprise, and cutting-edge LLM technologies from OpenAI and Anthropic.

Beyond technical delivery, I drive pre-sales initiatives and strategic partnerships with Apple and Nvidia, deliver executive briefings on AI advancements, and single-handedly developed M'Agents—our proprietary multi-agent platform automating enterprise workflows.

0+
Years at Exakis Nelite
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Years Consulting Experience
0+
Major Enterprise Clients
Languages
🇫🇷 French (Native)🇬🇧 English (Professional)🇯🇵 Japanese (Elementary)
Expertise

From cloud infrastructure to cutting-edge AI—end-to-end delivery.

My career has evolved from software engineering through cloud architecture to leading enterprise AI transformation. This journey gives me a unique perspective on delivering AI solutions that actually work in production.

01

GenAI Platform Architecture

Designing and deploying enterprise AI Hub platforms that enable organizations to leverage Generative AI at scale—with observability, self-service, and governance built in.

AI Factory DesignMulti-Agent SystemsRAG PipelinesLLM Orchestration
02

Cloud & Infrastructure

Building robust cloud-native AI solutions primarily on Azure, with deep expertise in AWS and Nvidia AI Enterprise ecosystems. From architecture to production deployment.

Azure CloudAWSNvidia AI EnterpriseDocker / Kubernetes
03

Pre-Sales & Executive Advisory

Spearheading strategic AI initiatives, delivering executive-level briefings, and managing partnerships with technology leaders like Apple and Nvidia.

Technical Pre-SalesAI StrategyExecutive BriefingsPartner Management
04

Full-Stack Engineering

From .NET to modern Python and TypeScript stacks. Building everything from IoT platforms handling terabytes of data to sophisticated multi-agent automation systems.

PythonTypeScript / React.NETIoT Platforms
Technologies & Tools
LLMs & Transformers based modelsAzure OpenAI / Microsoft AI FoundryOpenAI Agent SDK / Pydantic AI / LangChainNvidia AI Enterprise (Triton Inference Server, NeMO, TensorRT-LLM)Python / TypeScript / .NET / ReactContainer based solutions (Docker, Kubernetes, Azure Container Apps)Azure Cloud Services (AKS, Functions, Cognitive Services)PostgreSQL / CosmosDBMacOS & NeoVim user
Certifications
Microsoft Certified: Azure FundamentalsData Security & Governance for Copilot (Microsoft Purview)Nvidia AI Technical Curriculum (2025)
Selected Missions

Delivering AI transformation for industry leaders.

From GenAI Factory architectures to enterprise IoT platforms—here are some of the strategic missions where I've helped organizations leverage cutting-edge technology at scale.

Total Energies
Naval Group
Volvo
Framatome
LDC
Legrand
Groupe Seb
Michelin
012024 - 2026

GenAI Factory Architecture

Naval GroupGenAI Factory Architect

Led strategic consulting to build the Generative AI roadmap and optimize existing use cases. Deployed on-site hardware with NVIDIA, benchmarked multiple models and architectures. Created comprehensive HLD/LLD documentation for the AI Factory platform with restricted diffusion, including budget planning through 2025-2030.

5-year AI roadmap delivered with on-site deployment of HGX Cluster
NVIDIA AI EnterpriseLLM BenchmarkingAI Factory Architecture

022024-2025

AI Hub Platform

VolvoAI Technical Director

Designed and deployed the AI Hub platform to accelerate Generative AI adoption across Volvo. Enabled developers and business units to leverage AI at scale with a strong focus on observability and self-service generative AI capabilities.

Enterprise-wide AI enablement
Azure OpenAIAI HubObservabilitySelf-Service AI

032023 - 2026

Total Digital Factory AI Hub

Total EnergiesAI Technical Director

Scaled Generative AI usage across TotalEnergies by designing and deploying the AI Hub platform for the Total Digital Factory. Enabled developers and business units to leverage AI at scale with comprehensive observability and self-service capabilities.

Scaled AI across Digital Factory
AzureAI Hub PlatformEnterprise AIGovernance
AI Factory

AI Factory concepts deployed for Total Energies Digital Factory


042025

M'Agents Multi-Agent Platform

Magellan Partners (Internal)Creator & Lead Developer

Single-handedly developed M'Agents, our proprietary multi-agent platform automating key enterprise workflows including sales, consulting, and helpdesk operations. A cornerstone of our AI practice demonstrating practical multi-agent orchestration.

Automated enterprise workflows
Multi-Agent Systems (MCP / A2A / AG-UI)Python / ReactAzure & On-Premise Inference

M'Agents in action - automating enterprise workflows with multi-agent orchestration


052023

AI Platform for Commerce & Due Diligence

LDC (Louis Dreyfus Company)Directeur Technique de l'IA

Helped LDC build their AI platform to host use cases related to commerce and due diligence. Led both the platform development and the implementation of specific use cases, delivering end-to-end AI capabilities.

Full AI platform delivery
AzureAI PlatformDue Diligence AICommerce AI

062023

M'GPT AI Chat Platform

Magellan Partners (Internal)Creator & Lead Developer

Single-handedly developed M'GPT, our proprietary AI Chat Platform that enables enterprise users to interact with internal data through natural language. Integrated with various data sources to provide actionable insights via chat.

Pioneering AI chat solution early adoption
Azure OpenAI (GPT 3.5 / 4)Enterprise RAG APIs
M'GPT Chat Demo

M'GPT in action - enterprise AI chat platform interacting with internal data


072023

Data Platform Architecture

FramatomeDirecteur Technique

Served as Azure Architect for Framatome's Data Platform, leveraging the full Azure data stack including Databricks, Synapse, and Data Factory. Guided the team in designing a scalable, production-ready solution.

Production-ready data platform
AzureDatabricksSynapseData Factory

082021-2022

IoT Platform for Professional Coffee Machines

Groupe SebAzure Advisor & Software Architect

Architected and built an Azure IoT platform for professional coffee machines, handling terabytes of daily data flow from hundreds of thousands of machines deployed worldwide across the United States, China, and Europe.

Terabytes daily, global scale
Azure IoTIoT HubStream AnalyticsGlobal Scale

092021

Smart Building IoT Platform

LegrandAzure Architect

Designed the IoT Azure architecture for Legrand's B2B division, creating a comprehensive platform for smart building solutions. Enabled connected building management at enterprise scale.

B2B IoT platform delivered
Azure IoT HubB2B PlatformSmart Buildings.NET

These represent key highlights from my portfolio. I've led many more AI and cloud initiatives across various industries. Including Generative AI uses cases I'd be happy to share.

Let's discuss your project
Experience

7+ years of growth—from developer to AI director.

A continuous evolution—from .NET consulting through Azure architecture to leading the Generative AI practice.

Jan 2024 — Present

AI Technical Director

Exakis Nelite (Magellan Partners)

Leading the Generative AI transformation across the Magellan Partners group and with strategic clients including Volvo, TotalEnergies, and Naval Group.

  • Designed AI Hub platforms for Volvo and TotalEnergies
  • Created M'Agents, proprietary multi-agent platform
  • Managed strategic partnerships with Apple and Nvidia
Feb 2022 — Jan 2024

Enterprise Solution Center Architect

Exakis Nelite

Pre-sales architect for all development projects, bridging sales and delivery. Responsible for customer requirements, bid management, technical architecture, and client communication.

  • Led pre-sales architecture for strategic bids
  • End-to-end bid management from requirements to proposal
  • Architected Data Platform for Framatome
Jan 2021 — Feb 2022

Azure Architect

Exakis Nelite

Specialized in Azure cloud architecture with focus on IoT platforms. Tech lead on large-scale IoT solutions processing terabytes of data worldwide.

  • Groupe Seb: IoT platform for coffee machines (global)
  • Legrand: B2B IoT platform for smart buildings
Jan 2019 — Jan 2021

Consultant .NET

Exakis Nelite

Started at Exakis Nelite as a .NET consultant, building enterprise applications and developing expertise in Microsoft technologies.

  • Full-stack .NET development for enterprise clients
  • Transitioned from development to cloud architecture
Sep 2017 — Jan 2018

IT Software Engineer

Beyond Borders (株式会社BEYOND BORDERS)

📍 Tokyo, Japan

Internship in Tokyo handling diverse software projects. Built ETL pipelines, NoSQL databases, and web applications.

  • ETL in Python with DynamoDB
  • sekaiproperty.com (Ruby on Rails, React)
Education

Diplôme d'Ingénieur en Informatique

CESI École d'Ingénieurs — Lyon • 2014 — 2019

Get in Touch

Let's discuss your AI transformation journey.

Whether you're looking to build an AI Hub platform, need strategic guidance on GenAI adoption, or want to explore how multi-agent systems can automate your workflows—I'd love to hear from you.

Lyon, France
CET Timezone
English & French