Antonio R.

-Definition and structuring of the Data unit's AI roadmap, in conjunction with business priorities, information system transformation, regulatory requirements, and group guidelines.

-Conducting an AI maturity assessment covering business, data, architecture, security, governance, skills, and industrialization dimensions.

-Mapping of AI and shadow AI initiatives, experiments, and dependencies with Data, Cloud, Digital, and IS programs. Evaluation and compliance roadmap for existing systems against new regulations (AI Act, AIOPS, DORA), support for internal audits.

-Contribution to the formalization of a target AI vision and guiding principles for useful, responsible, secure, and value-creating AI.

-Application of an AI strategy approach inspired by frameworks studied at MIT and Michael Porter's work: value chain analysis, identification of differentiating capabilities, and assessment of AI's impact on costs, service quality, and customer experience.

-Identification and prioritization of a portfolio of use cases based on their business value, data and IS feasibility, time-to-value, risk level, and industrialization potential.

-Design of the AI governance model: RACI roles and responsibilities, qualification, homologation, security, compliance, risk monitoring, and value steering processes.

-Definition of a target AI architecture enabling the industrialization of models, generative AI solutions, copilots, and agents, within a highly regulated insurance environment.

-Support for business, data, IS, security, risk, and compliance departments in transforming business needs into industrializable AI solutions.

-Preparation of deployment roadmaps, architectural trade-offs, and decision support materials for governance bodies.

Vision, evolution, promotion, and maintenance of the architecture framework (repository, methods, models) for the Data Unit and the Technical Measurement System (Linky, Mobility (cars...).

Several petabytes of data, particularly from meters. Critical system.

Framing of the Data Unit's MoveToCloud strategy and its satellite applications. Study of trajectory/pricing options (hybrid, multicloud on AWS, GCP) and breakdown into technologies for each provider, covering technical, functional, and organizational aspects (build/run), implications for Domain Driven Design.

Definition of POCs and evaluation of different solutions (data, AI, infrastructure) from each publisher. Study on portable components (orchestrators, AI foundation in event-driven reactive architecture).

Referent Architect for SDM product (real-time publication of regulatory data to various electricity providers, including EDF)

Implementation of the Energy domain within the data mesh project at scale. Study of the migration of the big data hadoop / BI foundation to new cloud architectures in hybrid mode.

Development of application architectures (functional, data, solution, and technical), in coordination with product teams, with TEV Solutions Managers (unit responsible for functional framing with the business) and with ASA technical architects (cross-functional IS unit responsible for architectural consistency). End-to-end cross-functional framing of solutions.

Construction of a roadmap for obsolescence management and support for its deployment across STM products over 10 years.

Co-manager with the service head for the choice of architectures for the Monoprix/Naturalia technological foundation and responsible for proposals and validations of technological choices for ongoing projects for the implementation of application solutions. Scope ranging from design (DAT) to production (DEX) of the group's IS projects and cross-functional environments)

oNetworks (Cisco, Fortinet, SDWAN, Cloud Transits (Intercloud GCP/AWS/Azure)

oFirewalls, Security, and Load balancers (Fortinet)

oBig Data: SnowFlake, Mongo, Talend, Azure (SQL, Databricks, Oracle Cloud)…

oStorage and virtualization (Nutanix, VMWare, HyperV)

oMulti-cloud (Azure, GCP, AWS, Oracle Cloud) and on-premises (3 datacenters)

oMessaging systems (API, Event)

oApplications (Databases and data migrations, Microservices, …..)

oManagement of cross-functional project committees and associated communications/documentation.

o4th level production support, management of requests and project engineers (networks, infra, DBAs…) and supplier relations (Google…).

oPlanned obsolescence treatment (new DATs)