Freelancer profile translated to English.

Description

I am Alexandre, a Machine Learning Engineer, my skills range from Data Science to MLOps, I have the ability to develop a model based on research, as well as deploy it in an industrial manner. I have particular mastery of various emerging technologies and tools like Ray.

I understand all aspects of Big Data, which allows me to integrate into a complete team.

Industry field of expertise

Languages

French
Native or bilingual
English
Fluent
Italian
Basic

Workplace preferences

Can work on-site

Paris (up to 50km)

Institut National de l'Audiovisuel
ML Engineer audio/speech
FILM AND AV
November 2024 - Today (1 year and 7 months)
Paris, France
My role is mainly to deploy models in production, and manage their life cycle.

Training (with Ray) and deployment of a named entity detection and disambiguation model.
Training and deployment of a large-scale speaker recognition model on a large database (With Ray).
Implementation of a transcription and diarization pipeline that processes tens of thousands of hours per day.

Everything is done on an On premise architecture, which brings all its technical constraints and interests.
Apache Iceberg trino Deep Learning Apache Airflow Ray
Thales
Data Scientist Intern
DEFENSE AND MILITARY
November 2022 - September 2024 (1 year and 10 months)
Cholet, France
Application of deep learning to signal processing to meet defense project requirements.
Development of a voice detection model capable of operating in very demanding acoustic environments. I was able to exceed 90 F1-score points where the state-of-the-art in VAD under these conditions did not work.
Deep Learning model-optimization