Ayoub Zarou Email & Phone Number

Paris, Fr

Paris, Fr

Paris, France

Equipe de l'ingénierie financière

Paris, Île-De-France, France

Montrouge, Île-De-France, France

- Predict credit rating improvement in advance using s&p and market data (3000+ companies, 20+ years) - Integrate the events data (ie: CEO changes, mergers, ...) into the model before- Improve the performance of the model by using neural networks applied to time series data

Suresnes, Île-De-France, France

Pricing potential new insurance contracts in order to maximize the margin and keep the conversion rate at a target: • Explore the state of the art methods used for reinforcement and online learning. • Produce a proof of concept using extracts from real data in python and compare deep neural networks to boosting algorithms for contextual bandits algorithm in this context.

Région De Paris, France

• Maintain and improve a churn detection model. • A/B test the model with the help of the Heineken commercial team.• build a weekly sales forecast model and compare boosting algorithms to recurrent neural networks.

Région De Paris, France

Use indoor geolocation data for both workers and products inside a factory to :• assign products waiting list to different available workers based on proximity (using a clustering algorithm) and approximate the optimal path for each worker using a genetic algorithm.• Estimate task time inside the factory depending on the parameters.• Estimate the possible ways and shortcuts inside the factory dynamically.

Engineering Degree, Mathematics, Finance And Statistics

Mathematics and risk engineering major.

Master'S, Finance, Assurances, Statistiques

Education record

Two years Intensive training program in mathematics, physics, informatics, ...