Freelancer profile translated to English.

Description

SAP Data & AI Architect | Data Migration | Process Mining

I help companies succeed in their SAP projects by securing the architecture, data migrations, and optimizing business processes.

✅ SAP Data Migration (reliability, quality, transformation)

✅ Data Architecture (SAP BTP, HANA, Cloud)

✅ Process Mining (Celonis, Signavio) for rapid gains

✅ Data pipelines and dashboards

🎯 Goal: transform your data into concrete performance

Languages

French
Native or bilingual
English
Fluent

Workplace preferences

Can work on-site

Paris (up to 50km)

TotalEnergies
Process Mining Consultant
ENERGY AND UTILITIES
June 2024 - Today (2 years and 2 months)
Courbevoie, France
→ Process Intelligence (Celonis)
End-to-end implementation, from data to business value:

Process Mining & Object-Centric Process Mining (OCPM)
EMS, Knowledge Models, Context Model
Data connections & pipeline industrialization
Deployment of use cases (P2P, O2C, Inventory)

→ SAP Data & AI
From data context to intelligent solution design:

SAP Business Data Cloud & Datasphere
SAP BTP, HANA Cloud, SAP Analytics Cloud
S/4HANA, MDG

→ Data & Enterprise Architecture
Designing modern and scalable data environments:

SAP / non-SAP data architectures
Migration (SAP HANA HEC → HANA Cloud)
Data governance, quality, and integration
Automation and enterprise analytical solutions

→ Tech Lead Celonis – Field Experience

Leading complex Celonis implementations
Redesign of data architectures and migrations
Development of business applications (AR/AP, monitoring, optimization)
Major project at TotalEnergies (finance: P2P, O2C, Inventory)
SAP HANA SAP S/4HANA Cloud Celonis SAP Datasphere SAP BTP
MOBILIZE FINANCIAL SERVICES
Data Scientist (GCP, AWS)
BANKING AND INSURANCE
September 2022 - May 2024 (1 year and 8 months)
Specialized bank in financing and automotive services for Renault, Nissan, and Mitsubishi brands.
• Residual Value Prediction:
• Estimation of the market value of vehicles for leasing offers.
• Migration of the residual value prediction tool from Amazon Web Services to Google Cloud Platform.
• Use of cloud technologies: Vertex AI, BigQuery, GCS, Composer, Dataproc, Airflow, Cloud Functions, Amazon SageMaker.
• Participation in project committees and technical validation of models with the ECB.
• Participation in project committees and technical validation of models with the ECB.
• Predictive models for marketing and risks:
• Development of predictive models for Mobilize Financial Services subsidiaries.
• Analysis of business needs, design, and deployment of machine learning models.
• Collaboration with DevOps and data engineers for model industrialization.
• Presentation of solutions to subsidiaries and deployment on Google Cloud Platform.
LBPCF (La Banque Postale Consumer Finance)
Data Scientist
BANKING AND INSURANCE
June 2020 - August 2022 (2 years and 2 months)
• Modeling and improvement of propensity and attrition scores using ensemble methods, SVM, neural networks... (Python, Dataiku, SAS)
• Performing data and machine learning studies to analyze customer behavior for optimizing commercial operations
• Forecasting trends in renewable credit production (time series)
• Quality control and validation of data used
• Monitoring new approaches (anomaly/fraud detection)
• Model improvement through a "Test and Learn" approach
• Using Data Visualization solutions to report results and measure their impact