Cloud · Distributed Systems · DevOps · Applied AI (LLM/RAG)
Solutions Architect & Tech Lead
crafting platforms built to last
7+ years designing cloud-native architectures and leading delivery on mission-critical platforms for SNCF, APHP, BNP, and Volkswagen. Obsessed with reliability, observability, and shipping fast without cutting corners.
Highlights
12
teams onboarded
40+
CI/CD projects
90k
users served
Availability
Paris · Remote-friendly · Architect / Tech Lead
Languages:
FR · EN · AR
Focus
Scalable architectures, delivery acceleration, observability, and applied AI in production.
About
A quick overview of what I do best.Architecture & Delivery
- Design cloud-native, highly available platforms (AWS Multi-AZ / GCP).
- Accelerate delivery with software factories, pipelines, and quality gates.
- Build for reliability: observability, monitoring, and security-by-design.
Applied AI
- Integrate LLM/RAG and vector search into real production workflows.
- Deploy open-source models on GPU clusters (RunPod) for distributed inference.
- Automate pipelines with agentic workflows and n8n at scale.
Experience
Selected missions across enterprise and innovation.Inventiv IT — Tech Lead / Solutions Architect
-
Inserm — Built a software factory for 12 teams, standardizing CI/CD and cutting delivery times.
↗ Automated CI/CD for 40+ projects (HDS-compliant); Kubernetes & Ansible reduced manual ops by 50%.
-
Volkswagen Group — Designed a highly available AWS Multi-AZ platform via IaC; coached teams on TDD, quality gates, and CI/CD.
↗ AWS Multi-AZ HA architecture delivering 99.9% uptime.
-
SNCF — Designed a cloud-native data platform with microservices, managed services, and full observability.
↗ Spring Boot microservices on GCP serving 90,000 users.
- RATP — Led migration from Struts / Java 8 to Spring Boot / Java 21 microservices; introduced AI agents to automate engineering tasks.
AWS · GCP · Terraform · Kubernetes · Ansible · GitLab CI/CD · GitHub Actions · Spring Boot · Next.js · Flutter · Grafana
IBM France — System Analyst
-
Mars Inc. (1Nav) — Industrialized DevOps practices in an international context; automated deployments and data workflows.
↗ Reduced manual interventions by 45%.
-
APHP (E-Reply) — Built an AI-powered medical follow-up platform with LLM/RAG and vector search under strict security and confidentiality constraints.
↗ Vespa AI vector search cut email response time by 70%.
- BNP (CIF) — Developed and evolved a mission-critical financial system using hexagonal architecture and microservices.
Azure · Data Factory · Spring Boot · Kafka · Hexagonal Architecture · Vespa AI · RAG · React
Diverta Inc. — Full Stack Developer
- Kuroko — Developed a BaaS & BFF platform for API management and backend services.
PHP · React · Google Cloud Platform · MySQL
Capgemini France — Full Stack Developer
- Stellantis (GCB) — Harmonized Bills of Materials across FSA/PSA during a major industrial merger; built reliable backend services ensuring consistency and traceability.
- GARI — Developed a collaborative platform from the ground up.
Spring Boot · Angular · Redis · TeamCity · SonarQube · GitLab · PostgreSQL · JUnit · Jest
Projects
Freelance and personal initiatives, end-to-end.Leventis Platform
- Designed and built a multi-app sales prospecting platform used across several business verticals.
- Implemented shared APIs enabling seamless multi-application integration.
- Fully automated deployments with GitHub Actions (100% CI/CD).
Next.js · NestJS · Supabase · PostgreSQL · GitHub Actions
Clairvoyance App
- Built a web and mobile platform connecting psychic experts and their clients.
- Flutter + Firebase + GCP stack supporting 30,000 active users.
- Real-time features and analytics to drive engagement and retention.
Flutter · Firebase · GCP · Real-time · Google Analytics
Magik AI
- Web & mobile platform for interactive media generation using open-source AI models.
- Deployed on a RunPod GPU cluster for scalable distributed inference.
- Automatic upscaling and orchestrated agent + n8n workflows for production automation.
RunPod · Open-source LLMs · RAG · Fine-tuning · ComfyUI · n8n · Agents
How I work
- Architecture decisions documented (DAT/ADR) with clear ownership and pragmatic trade-offs.
- CI/CD + IaC by default — repeatability, speed, and full auditability.
- Observability built in from day one: logs, metrics, traces, dashboards, and an SLO mindset.
Hexagonal Architecture · TDD · Terraform · Kubernetes · Grafana · OpenTelemetry
Skills
A focused toolkit for building production-grade platforms.Cloud / Ops
AWSGCPKubernetes
DockerTerraformAnsible
SOPSGitLab CI/CDGitHub Actions
SonarQubeGrafanaHDS-compliant
Architecture
Microservices
Hexagonal
Clean Architecture
High Availability
Multi-AZ
TDD
Quality Gates
Agile Delivery
Languages / Frameworks
JavaSpring Boot
TypeScriptReactNext.js
DartFlutter
Messaging
KafkaAWS SNS/SQSGCP Pub/Sub
AI / LLM
Local LLMRAGAgentic AI
Fine-tuningComfyUI
Vespa AIDatabricksn8n
Databases
PostgreSQLRedis
MongoDBFirestore
Education & Certifications
Engineering foundations + continuous learning.EISTI (CY Tech)
- Engineering degree with a specialization in Artificial Intelligence.
CPGE — Lycée St Exupéry
- Preparatory classes (math & physics) for competitive engineering school entrance exams.
Harbour Space — Barcelona
- Intensive program in Cyber Security and Linux systems administration.
Certifications
- AWS Partner: Generative AI Essentials
- Codility Silver Award
- SkillValue Java 11
Contact
Let's build something reliable — and fast.Get in touch
What to expect
01
Architecture with documented trade-offs and clear rationale (DAT/ADR).
02
Fast, safe delivery via CI/CD pipelines and Infrastructure-as-Code.
03
Production-ready from day one: security, monitoring, and resilience built in.