About Serge
French
Native or bilingual
English
Conversational
Experience
- IRP AUTOAMOA Consultant, AIA Health and Provident Project Migration - FreelanceBANKING AND INSURANCEMarch 2023 - September 2025 (2 years and 6 months)Paris, FranceObjective: Migration of the management system.Control of migration data for Disbursements, Taxes, Allocations, from the SICAP management system to the new ISIA Graph Talk AIA management system.Tax expertise (PASRAU, Deductible CSG, Non-deductible CSG, CASA, CRDS) on health provident benefits, Work Stoppage Guarantee, Temporary Incapacity, Disability, Death benefit, Spouse annuity, Education annuity, Child annuity etc.Writing functional specifications. Testing and validation of business rules. Agile work using JIRA. Environment: SQL, Graph Talk AIA, Oracle, JIRA
- Groupama Gan VieData Quality ConsultantBANKING AND INSURANCEJanuary 2026 - Today (5 months)Nanterre, FranceImplementation of a data quality control process for steering commercial activities before and during the sale of individual insurance products.
- EDC EUROPENNE DE CAUTIONNEMENTRegulatory Analyst and Regulatory ReportingBANKING AND INSURANCEDecember 2022 - March 2023 (3 months)Paris, FranceObjective: Credit risk scoring.◼ Development using Python of descriptive and exploratory statistics for guarantees.◼ Identification of the most relevant variables by Machine Learning LightGBM modeling of defaultclaims via scikit-learn package.◼ Comparative Gini of performances between the current EDC score model and the Machine Learning score model.◼ Logistic regression modeling of credit risk on guarantees for Tabac Presse PMU FDJ after dimension reduction using statsmodels package.
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Education
- Data Science for Actuarial ScienceIRM Institute of Risk Management2022Data Science Pour l'Actuariat
- Master's in Actuarial Science, Actuarial Science and FinanceNational Conservatory of Arts and Crafts2016Master Actuariat, Actuariat Finance
Certifications
- PythonDATASCIENTEST2021