cv
Basics
Name | Mathieu Nalpon |
Label | Machine Learning Engineer |
mathieunlp@gmail.com | |
Phone | +33 677786248 |
Url | https://mathieunlp.github.io/ |
Education
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2019.09 - 2022.10 Paris, France
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2016.09 - 2019.07 Cachan, France
Work
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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.
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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
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Fine‑tuning SAM (Meta) for ring segmentation
Used LoRA adapter with custom dataset to accurately segment single and paired rings.
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 |