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Description

I design and deploy artificial intelligence solutions integrated with existing systems (ERP, CRM, DMS).

My approach: start from operational constraints to deliver tools that work in production, not shelfware POCs.

Areas of expertise:

◆ Business AI Agents and workflow automation

◆ Document processing: extraction, classification, OCR

◆ Computer Vision (quality control, tracking, object or behavior detection)

◆ LLM and RAG integration into existing environments

◆ NLP model fine-tuning on business data

Some examples of achievements:

◆ Deployment of a vision-based quality control system on telecom sites

◆ Automation of insurance certificate and claim processing for social housing

◆ Publication of a fine-tuned CamemBERT model for document classification

◆ Design of ETL flows and ERP/DMS interconnections

Founder of Valmeria, I mainly work with SMEs, mid-cap companies, and social housing organizations. Available for ad-hoc technical missions within data/AI teams.

Industry field of expertise

Languages

French
Native or bilingual
English
Fluent

Workplace preferences

Can work on-site

Troyes (up to 50km), Paris (up to 50km), Nancy (up to 50km)

Sogetrel
Project Manager - Deployment of Construction Site Monitoring Tool
TELECOMMUNICATIONS
June 2019 - October 2021 (2 years and 4 months)
Nancy, France
National deployment of digital tools for construction site monitoring and production.
Implementation of on-site quality controls based on artificial intelligence and computer vision, significantly reducing non-conformities.
Development of tools and automations to eliminate repetitive, low-value-added tasks.

Benefits achieved:
More reliable and consistent national site monitoring.
Time savings estimated at several hundred hours per year for the teams.
Measurable improvement in the quality of data collected in the field.
Automation Digital Transformation Computer Vision Digital Project Manager YOLO
Villeo
Founder & CEO
SOFTWARE PUBLISHING
October 2022 - September 2023 (11 months)
Nancy, France
Creation and management of a startup specializing in digital solutions for local authorities.

Design and development of a communication application dedicated to municipalities and inter-municipal communities.
Full project lifecycle management: needs analysis, writing specifications, development management, and market launch.
Business development and support for local authorities in adopting the solution.

Impact:

Improved citizen communication (local information, alerts, practical services).
Implementation of a simple and accessible tool, fostering the link between elected officials, municipal services, and residents.
Digital Transformation Project Management Mobile Application
Mon logis
Project Manager - Digital Transformation
REAL ESTATE
October 2023 - July 2025 (1 year and 9 months)
Troyes, France
Responsible for implementing digital and data projects to modernize the processes of a social housing provider.

Design of Power BI dashboards to manage activity and leverage data.
Development of ETL flows for interconnection between the ERP and third-party tools.
Deployment of a tool for monitoring unpaid bills and associated performance indicators.
Implementation of electronic signature for leases and document dematerialization.
Automation of recurring documents (leases, insurance certificates, standard letters).
Deployment of a DMS (M-Files) to centralize and ensure reliable document management.
Implementation of RPA processes to automate certain business tasks.
Optimization of claims processing and support for teams in adopting new tools.

Benefits achieved:

Significant reduction in administrative processing time
Better control of customer risk (unpaid bills, documentary compliance).
Improved collaboration and access to information via the DMS.
Simplification of daily tasks for teams through automation and digitalization of internal processes.
Automation ETL Data Science Microsoft Power BI Digital Transformation