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Basics

Name Mathieu Nalpon
Label Machine Learning Engineer
Email mathieunlp@gmail.com
Phone +33 677786248
Url https://mathieunlp.github.io/

Education

  • 2019.09 - 2022.10

    Paris, France

    Master's degree
    CentraleSupélec – Paris‑Saclay University
    Mathematics and Data Science
  • 2016.09 - 2019.07

    Cachan, France

    Bachelor of Engineering
    Cachan School
    Engineering

Work

  • 2023.10 - Present

    Paris, France

    Machine Learning Engineer
    Weborama
    Machine‑learning engineer working on contextual targeting (WeboMind) and AutoML data pipelines.
    • Built a contextual URL‑recommendation tool: crawled web pages, generated embeddings, optimised FAISS search and stored vectors in Milvus.
    • Created clustering module for campaign insights and deployed the service to production.
    • Designed data‑engineering pipeline to predict user conversion rate: optimised SQL extraction, orchestrated ETL & model inference with Airflow, monitored via Prometheus/Grafana.
  • 2020.10 - 2022.10

    Paris, France

    Data Scientist
    ArianeGroup Defense & Space
    Research & development of algorithms for autonomous flight‑neutralization systems of a launcher.
    • Surveyed state‑of‑the‑art solutions for in‑flight launcher neutralization.
    • Applied statistical geometry to improve computation of neutralization timing.
    • Developed 3‑D trajectory algorithm estimating time‑to‑neutralization under perturbed flight paths.

Projects

Skills

Programming Languages
Python
C++
Bash
Libraries
PyTorch
Optuna
Ray
FAISS
Frameworks & Tools
Git
Docker
Kubernetes
Snowflake
ElasticSearch
Sentry
Prometheus
Grafana
MLFlow

Languages

French
Native
English
Fluent