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Mathis TobaMT

Mathis Toba

Machine Learning Engineer

€300/day
Paris, FR
0-2 years

Average response time: 1 hour

About Mathis

Machine Learning Engineer specialized in Python, with a strong focus on practical projects and tangible results.

I work on machine learning assignments such as predictive modeling, data analysis, and proof-of-concepts, covering the full pipeline from data preparation to model training and evaluation.

I have worked on projects involving failure prediction, anomaly detection, and data analysis, developing end-to-end models including feature engineering, neural networks, and loss function selection.

Main tools: Python, Pandas, NumPy, PyTorch, SQL.

Available for short-term missions or POCs, with clear communication and a structured, reliable working approach.
  • English

    Native or bilingual

  • French

    Native or bilingual

  • Spanish

    Conversational

Can work on-site
Paris (up to 50km)

Experience

  • Mathis Toba – Freelance
    Machine Learning Project – Failure Prediction in Distributed Systems
    January 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
  • Prologin
    Algorithmic Programming – Prologin Semi-Finals
    February 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 Program
    Léonard de Vinci Graduate School of Engineering (ESILV
    2029
    Grande École Program
  • French Baccalaureate
    2024
    French Baccalaureate

Skill set

Categories