About Sylvain
French
Native or bilingual
English
Fluent
Italian
Native or bilingual
Experience
- BNP Paribas Leasing solutionCloud Expert / ITOPSBANKING AND INSURANCENovember 2024 - Today (1 year and 9 months)Levallois-Perret, FranceSupport the deployment of the Dataiku Data Science platform in the dedicated BNP private cloud to structure its operation and governance.+ Architecture workshops to establish deployment patterns (specific case of private cloud) for the Dataiku solution in line with banking compliance rules and GDPR by design.+ Creation of cloud resources via API/Swagger.+ Creation of run resources via Terraform.+ Implementation of publisher scripts on security (Python code execution environment) and CISO RSSI policies.+ Automation via Ansible for environment provisioning with creation of playbooks/roles and associated assets on Ansible Tower.+ IAM integration (human and application identity management), websso, Ldap, Saml.+ Secret management with Hashicorp Vault (static and dynamic secrets, authentication methods jwt cert and kubernetes).+ Preparation of environments for spark job execution (local and remote computations in Kubernetes).+ Use of JFROG as a Docker image registry, Python and Linux artifact repository.+ Integration with Gitlab for SCM and Gitlabci for CI/CD with artifact (image) scanning.+ Integration of Dataiku with Kubernetes for remote execution of containerized workloads.+ Use of cgroups / impersonation of Data Scientists to enhance security.+ MLOPS monitoring of the platform.+ Use of Dynatrace/EFK for monitoring and logging of various environments.+ Use of internal LLM to accelerate various aspects of our daily activities concerning run and project phases.
- SAVENCIAIntegration ArchitectAGRICULTUREApril 2024 - September 2024 (5 months)Versailles, FranceSupport a major COGNIZANT client on an MDM project by designing the data integration solution aligned with business needs.+ Architecture deliverables.+ Detailed functional specifications for flows.+ Detailed specifications for flow mapping.+ Support for the offshore development team for integration and explanation of specifications, as well as for onboarding tools and environments.Technical environment built around Talend Cloud, Stibo Step, Azure Apim, Azure Storage, Azure DevOps.
- RYYDE CONSULTINGMLOPSTECHJanuary 2024 - March 2024 (2 months)Paris, FranceExperiments and developments in AI/ML on Apple infrastructure.Exploration of AI inference, tensor analysis, and deep learning with TensorFlow (Python) and Apple MLX, applied to computer vision.+ Use of high-performance Apple hardware (M2 Pro Max / 96 GB RAM / 16 ANE cores / 38 GPU cores).+ Setup of virtual machines under Asahi Linux for running Machine Learning jobs.+ Attempt to integrate Apple GPUs as a device plugin on Kubernetes (instructive experience despite failure).+ Experimentation with Kubeflow and MLflow platforms for orchestrating and tracking ML experiments.+ Use of automation and deployment tools: Ansible, Vagrant, Minikube, CRC (OpenShift).
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Education
- COMPUTER ENGINEERING, TERZA FACOLTA di INGEGNERIAPOLITECNICO DI TORINO2009INGENIEUR en INFORMATIQUE, TERZA FACOLTA di INGEGNERIA
- MASTER'S DEGREE IN COMPUTER SCIENCE, Faculty of SciencesUniversity of Yaoundé2002MAITRISE EN INFORMATIQUE, Faculté des sciences
Certifications
- Cloud Service Management and Operations - Advanced V2IBM2022
- Containers & Kubernetes EssentialsIBM2021