About Frédéric
- I help CIOs to strengthen and accelerate their IT delivery | Architecture & DevOps | Cloud, CI/CD, DevSecOps | Generative AI & agentic workflows.
French
Native or bilingual
English
Fluent
Experience
- Lombard Odier & CieBusiness ManagerBANKING AND INSURANCEJune 2025 - June 2026 (1 year)Genève, Switzerland**Project**: Creation and Management of the BPS-IT process. Monitor the platform's evolution and ensure all customer-facing processes remain aligned with strategic priorities. Definition and implementation of a standard, cross-functional management of IT, Product, Operations, and Risk. Budget €50 million. Direct management of 150 people, cross-functional across 5 departments. Delivery time reduced by 120% in one year. 98% business adoption rate for ITO/BPO.**Role**:• Design and implement a BPS platform.• Monitor DevOps/IdP technical aspects in synergy with the business.• CI/CD loop for code review, test generationagent skills Claude code, lavish for frontend, docs, code-reviewlong-term harness for multi-context workflows1. planner agents2. self-evaluating generator agents3. evaluator agent
- ALSTOMData Engineer ConsultantJanuary 2025 - June 2025 (5 months)**Project**: Alstom offers its diverse clients the broadest portfolio in the industry. Present in 63 countries with over 80,000 employees of 175 nationalities. Appitrack is a process for the fully mechanized laying of tracks without sleepers.Ensure the creation and implementation of a POC for an automated testing platform in CI/CD, based on an AI mode with Transformers models and autonomous agents in a virtualized environment.Team of 3 data scientists, 1 UX designer, 1 scrum master, PO, BA.**Role**:
- Design a platform for test studies
- Data selection and tagging
- Model training
- Pipeline optimization across the entire generative chain:
- 1. Architecture document.
- 2. IaC environment deployment.
- 3. Code generation.
- 4. Code review for developers (Extreme Programming mode).
- 5. Conducting automated tests:
- 1. Unit tests
- 2. Integration tests
- 3. Security tests
- 4. Functional tests, learning from tests conducted by:
- 1. Project managers
- 2. Business analysts
- 3. Test users
- 4. L1 support/hotline operators
- 6. Deployment to target environments.
- 7. Monitoring.
Technical context: Claude Opus 4.5, Python, Pytorch, Keras, TensorFlow, Gitlab, GKE. - STEF-ITDirector of Architecture and Development PoleDecember 2023 - December 2024 (1 year)Lyon, FranceProject: European company for temperature-controlled transport, a leader in its market. Generating over 4 billion euros in revenue, with over 20,000 employees across 8 countries. Transitioning the architecture, testing, and development pole. Operational budget over €11 million, direct supervision of 6 managers, over 90 people in the team. Reporting to the Group CEO, presenting to the Executive Committee. Role:• Organize and manage the development and acceptance activities of STEF IT• Manage the team of collaborators in Vannes and Portugal• Restore the development department's quality of service• Work effectively with all members of the IT executive committee• Regularly report to the CEO of STEF IT• Participate in the recruitment and onboarding of the future manager• Propose developments, particularly in the areas of DevOps and CI/CDTechnical context: React, Springboot, Oracle, Gitlab, Nexus, Dynatrace, SonarQube.
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Education
- EngineerENSAM –Aix-en-Provence1998Ingénieur
- DEA Theoretical PhysicsFaculté St Charles/Luminy1996DEA Physique Théorique