Freelancer profile translated to English.

Description

My approach: Making AI concrete, efficient, and secure for your businesses.

Specializing in the management of AI and Data solutions in complex environments, I support companies and public institutions in defining and successfully implementing their technological projects.

My role is to translate your strategic business needs into concrete roadmaps and to ensure the functional and technical bridge with your development teams.

With a solid business background combined with proven technical expertise in generative AI and big data technologies at Orange Business, I am involved throughout the lifecycle of your digital products.

What I can do for you:

- Scoping & Product Discovery: Requirements gathering, ideation workshop facilitation (Admin & User UX), backlog prioritization and arbitration based on real ROI for your teams.

- Solution Choice Assistance & Functional Architecture: Specifications for complex connectors (SharePoint, Teams), API integrations, and scoping for Generative AI components (LLM, RAG).

- Sovereignty & Risk Expertise: Technical security and robustness of solutions deployed on highly critical infrastructures or in Sovereign environments.

- Change Management & Onboarding Support: Creation of customer success frameworks and user training to ensure rapid and widespread adoption of new tools.

My intervention formats:

- Flash Audits / Initial Scoping: Analysis of your current processes and drafting of your AI roadmap.

- Drafting of Functional & Technical Specifications: To properly frame your consultations or project launches.

- Part-time AMOA / Flexible Staffing: Regular monitoring and governance of your Data & AI projects.

Ready to propel your AI projects from theory to production? Let's discuss your challenges!

Industry field of expertise

Languages

French
Native or bilingual
English
Conversational

Workplace preferences

Remote only

Primarily works remotely

Orange Business Services
AMOA Consultant
DIGITAL AND IT
April 2023 - Today (3 years and 4 months)
Rennes, France
Expert in managing AIaaS and SaaS solutions in complex environments (B2G/B2B/Sovereign), I transform critical client needs into concrete product roadmaps.

My experience at Orange Business has allowed me to master the entire product lifecycle autonomously: from Product Discovery to technical arbitration (N3), with an obsession for real added value and operational excellence.

My main achievements:

- Functional & AI Scoping: Gathering and translating business needs from 32 active clients into functional specifications (generative AI solutions, RAG, SharePoint/Teams connectors, APIs).

- Backlog Management & ROI: Prioritizing features and key interface between business departments, sales, and technical teams (Dev, Data).

- Deployment & Onboarding: Training and supporting over 420 key users in adopting complex technological solutions.

- Data & Cyber-Ops (2024 Olympics Project): Managing the reliability of real-time geographic data flows for the Ministry of the Interior and developing Business Intelligence tools (SQL, Python).

- Sovereign Environments (N3): Technical referent and guarantor of the operational robustness of solutions on highly secure infrastructures.
Python (Programming Language) SQL Generative AI Customer Success Management Team Management
Umanis
Data Consultant
CONSULTING AND AUDITS
September 2022 - January 2023 (4 months)
Orléans, France
Migration of client LexisNexis databases from one software version to another, using SQL, for databases up to 4TB.

Expertise in client relations.

Analysis of SQL scripts of several hundred lines for database evolution and correction.

Complex database migration
SQL Server Customer Success Management Client Relations Databases Data Migration
Wild Code School
Student
EDUCATION AND E-LEARNING
February 2022 - July 2022 (5 months)
Orléans, France
MARCH 2022 DATA ANALYST / BI
PROJECT: Creation of a complete Dashboard for a model company. Area of intervention: Find the company's best-selling products, Determine the company's 2 top salespeople, Implement a stock tracking system, Format data for dashboarding and presentation. MySQL, Tableau Software.

DATA ANALYST - DATA SCIENTIST - SCRUM MASTER
PROJECT: Creation of a movie recommendation application for a cinema in decline.
Area of intervention: IMDb (API) and TMDb scraping, Data cleaning via Pandas (15 million lines), KNN Machine Learning algorithm on Python (Scikit-Learn), Approximately 15 models tested, Creation of an app (Dash, HTML, CSS). Python, Scikit-Learn, Dash, HTML, CSS.

DATA ANALYST - WEB ANALYST - SCRUM MASTER
PROJECT: Improving the organization of the company's database and creating a tool to help sales determine client projects.
Area of intervention: Retrieval and processing of client navigation data via GCP, GTM, Organization and centralization of the database (AWS, Appflow), Data dashboarding, Creation of the client needs qualification tool for sales with client navigation data. Technical environment: Python, GCP, GTM.

DATA ANALYST
PROJECT: Determine if the EU is on track in its carbon footprint reduction efforts.
Area of intervention: Researching information and governmental APIs on the subject, Determining the approach, Creating the presentation on Canva, Creating an application to determine the carbon footprint of food consumption with profile tracking and alerts on meat consumption surplus. Technical environment: Python, Dash, HTML, CSS, API
Python (Programming Language) Pandas Tableau software Machine Learning Scikit-learn