Jonathan TINKEU NGATCHOU

Freelance Pricing & Reserving Actuary

Salaire / Taux journalier

Paris, France

Freelance

Peut venir sur site

Expertises

Machine LearningPythonRPower BIMicrosoft SQL Server

Langues

Français (Maternelle)Anglais (Courant)

À propos

Introduction

Jonathan is a qualified actuary and a graduate of one of France's leading actuarial schools - ISFA Lyon (Institut de Science Financière et d'Assurances). He is a driven and highly motivated professional with over 8 years of experience providing actuarial support within non-life pricing and reserving. An expert in motor insurance, home insurance, assistance, life accident insurance and third part liability insurance. After six years working with leading insurers in Paris (Generali, Société Générale and Allianz) where he provided technical support on GLM and Machine Learning modelling (CART, Random Forest, XGBoost, etc.), as well as on portfolio monitoring, profitability analysis, pricing renewals and reserving, he decided to found JdAs in August 2023. Since then, he has worked with several major players (Ethias, Generali, Natixis, Meilleur Taux) to address complex pricing and reserving challenges.

Liens

Expérience de travail

Freelance | Pricing actuary | Fleets insurance

CAPFM - Leasys

janv. 2026 - janv. 2026

1 mois

– Review of pricing and profitability for Leasys Italy motor fleet portfolio

Freelance | Pricing actuary | Commercial multi-risk

CMAM

août 2025 - oct. 2025

3 mois

– Implementation of pricing tools for multi-risk local authorities, association and commercial insurance products

Freelance | Pricing & portfolio management actuary | motor & home insurance

Meilleur Taux

mars 2025 - sept. 2025

7 mois

– Defined the pricing renewal strategies – Built and deployed reporting tool to monitor strategic KPIs - average premium, conversion rate, churn rate- supporting portfolio profitability and business steering – Developed a pricing tool and conducted pricing implementation validation – Conducted analysis and implementation of car insurance portfolio transfers

Freelance | Pricing & portfolio management actuary | roadside assistance

Natixis - BPCE

oct. 2024 - févr. 2025

5 mois

– Modelled frequency and severity for roadside assistance coverage – Monitored and analyzed the profitability of the roadside assistance portfolio – Designed and implemented a KPI monitoring solution to support performance management

Freelance | Reserving actuary | Motor

Generali France

mars 2024 - sept. 2024

7 mois

– Best estimate and claims reserves assessment (Chain-ladder method, Bornhuetter Ferguson, Loss ratio) – earnings and loss triangles – Annuities mathematical reserves – Analysed the gross and net combined ratio – Documented financial closing processes and deliverables – Expense ratio (including acquisition costs, claims handling costs and general administrative expenses) – Production and analytical review of Solvency II and IFRS17 financiel reporting

Freelance | Pricing & portfolio management actuary | home insurance & personal liability insurance

Ethias Belgium

sept. 2023 - déc. 2023

4 mois

– Home insurance renewal: Business plan 2024-2026 – Monitored the personal liability insurance pricing – Analyzed and monitored home insurance excess

Senior Pricing & portfolio management actuary | motor insurance

Allianz France

juil. 2021 - août 2023

2 ans 2 mois

– Reviewed and monitored the commercial and technical price – Modelled flood and hail risk (risk zone maps) – Maximized the conversion rate of the portfolio under profitability constraint (Lagrange multipliers method and Monte Carlo method – LightGBM predictions) – Analyzed the competitors tariffs using benchmarks and reverse engineering

Senior Pricing & Reserving actuary | Life accident insurance & motor insurance

Société Générale (SOGECAP)

mai 2019 - juil. 2021

2 ans 3 mois

– Defined extreme claims threshold (mean excess plot) and modelled extreme bodily injury claims (LogitBoost) – Designed and priced the motor insurance product – Updated the probability distribution of disability maintenance and incidence – Best estimate and claims reserves assessment (Chain-ladder, Bornhuetter Ferguson, Loss ratio) – Combined ratio forecasting – Studied motor and life accident inflation – Monitored portfolio (ensured detection of deviations) and studied profitability

Junior Pricing & portfolio management actuary | home insurance & Fleets insurance

Generali France

sept. 2015 - mai 2019

3 ans 9 mois

– Developed and reviewed home insurance commercial and technical price – Predictive modelling of severe fires (LogitBoost) – Developed and reviewed fleet insurance tariff – Performed fleet portfolio management – Maintained monthly dashboards – Analysed performance and identified areas of risk using GLM and Random Forest


Formation

ISFA - Université Lyon 1

Master, Actuarial and financial Sciences

2016 - 2017

1 an 1 mois

– Actuary member of "Institut des actuaires" – Grade: Magna Cum Laude

Ecole Centrale Paris

Master, Mathematics and machine learning

2014 - 2015

1 an 1 mois

– Grade: Magna Cum Laude

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