mathias villerabel

• Built an IFRS-17 actuarial/financial simulation engine (cash flows, discounting, Contractual Service Margin) to benchmark EY outputs and ensure regulatory compliance. • Automated end-to-end reconciliation, cutting manual work from multi-day reviews to <2 h/run and improving auditability & reproducibility. • Designed and optimized PySpark pipelines in Palantir Foundry, scaling to billions accounting records per batch and integrating with downstream financial reporting systems.

• Developed time-series forecasting and ML models (ARIMA, gradient boosting) and designed a custom PyTorch framework for scalable training/inference. • Improved 3-month demand forecasts by 12% vs. FA baseline.

Working toward putting lab cutting edge technology in real time/life application in drone. - Applying deep learning methods toward detecting humans and human behavior: - Using mobilenetV2 and segmentation and regression map to detect human. - Using LSTM to extract temporal information to detect human actions. - Custom build toward a light and robust use in drone application. - Integrated complex deep learning model in drone embedded system for real life application. ( paper Accepted with @prendingerLab : Drone-based Situational Awareness System. Link : https://ieeexplore.ieee.org/document/8819942 ) - Testing and enhancing deep learning model with real field test experimentation.

- Evaluation & targeting of best customer using clustering methods and Evolutionary algorithms. - Prediction of customer behavior using majority vote classifiers. - Attribution of beauty products to customer using max bipartite matching.

Private teacher for High School 6 hours by week. Oriented toward obtaining high school certificate with high honors. - Mathematics and scientific courses. - Methods toward defending an idea using argumentative speech. - Heavily focused on understanding notions more than learning them by hearth.

Seasonal employment 2 months every year for summer (Jully/august). Train attendant in trains travelling from Paris to all major cities in France : - Reception, sales and customer service. - Accounting, stock management.