About Mathis
English
Native or bilingual
French
Native or bilingual
Spanish
Conversational
Experience
- Mathis Toba – FreelanceMachine Learning Project – Failure Prediction in Distributed SystemsJanuary 2024 - January 2025 (1 year)●Designed and implemented a machine learning model to predict node failures in a simulated distributed system●Built a full data pipeline: simulation, data extraction, feature engineering, model training●Implemented a neural network from scratch (Softmax + Cross-Entropy) and justified architectural choices●Tools: Python, NumPy, Pandas, PyTorch●Outcome: predictive model identifying the most likely node to fail next
- ProloginAlgorithmic Programming – Prologin Semi-FinalsFebruary 2024 - March 2024 (1 month)●Strong background in algorithms and graph theory●Experience with Python, C#, JavaScript●Developed data processing and scraping tools
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Education
- Grande École ProgramLéonard de Vinci Graduate School of Engineering (ESILV2029Grande École Program
- French Baccalaureate2024French Baccalaureate