Freelancer profile translated to English.

Description

Data & AI Consultant, specializing in the implementation of automated reporting solutions, interactive dashboards, and AI/ML services (PoC → industrialization). Proven experience in data extraction and processing (ElasticSearch, API, R, Power BI), and in creating AI microservices.

My specialty is restructuring data using generative AI.

Industry field of expertise

Languages

French
Native or bilingual
English
Conversational

Workplace preferences

Can work on-site

Paris 12e Arrondissement (up to 50km)

Generali
Senior Data & AI Consultant
BANKING AND INSURANCE
February 2024 - February 2025 (1 year)
Saint-Denis, France
Context: The IT department wanted to drastically reduce the volume of tickets.

Design of a hybrid ML/LLM solution to automatically group tickets by similarity based on textual data.

PoC validated and deemed effective by the IT department.

Industrialization in the form of a microservice exposed via API, integrated into existing processes.

Result: Significant improvement in ticket management and reduction of operational load for support teams.
Azure OpenAI Machine learning Service Now LLM Python
Société Générale
Senior Data Consultant
BANKING AND INSURANCE
October 2023 - January 2024 (3 months)
Courbevoie, France
Implementation of a training quality monitoring solution for the HR department and training organizations.

Feasibility study initially planned as temporary, became a permanent solution.
Automated collection of Cornerstone data via API.
Data processing and analysis in R.
Reporting via automated reports and Power BI dashboards.

Result: training organizations receive reports each month while internal teams can consult the Power BI dashboard.
Power BI RStudio Cornerstone REST API
Clariane SE
Senior Data Consultant
MEDICAL
February 2022 - March 2024 (2 years)
Paris, France
Support in the implementation of a data platform for a client in the medical sector.

-> Data collection with Azure Data Factory
-> Storage on Azure Data Lake Storage
-> Exposure with Azure Synapse Analytics
-> Use of Azure Functions in specific situations

In two years:

Sourcing, normalization, and storage on the data lake of data from:
-> GRDF (gas consumption of several hundred establishments) (API)
-> Temperature/humidity sensors from several hundred establishments (API)
-> Sourcing of customer satisfaction data (Medallia)
-> Sourcing of HR data (Talentsoft)
-> Medical data from several hundred establishments
-> Sourcing of real estate management data (Yardi)
-> Sourcing of weather data (OpenWeather)

Creation of Power BI dashboards:
-> Monitoring of care quality.
-> Monitoring of customer satisfaction

-> Training of teams (group and country)
-> Administration of Azure subscriptions

Short mission in the banking sector:

-> Implementation of a data retrieval flow related to internal training from an LMS tool to monitor training quality using customer satisfaction questionnaires.
Azure Data Lake Azure Data Factory Azure Synapse Analytics Azure Functions Power BI