Romain Froger

Experience

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  Valeo

  Sept 2022 - Feb 2023

  Machine Learning Engineer intern

  Data/ML Engineer intern in Valeo's Center of Excellence Software team.Development & Deployment of a CI Proactive Monitoring tool:• Reduced by 95% the amount of errors to investigate during a job failure• NLP & BERT for Online/Offline clustering on streamed data• Deployment of ML models on GCP using VertexAI• Deployment of a Dataflow pipeline using Apache Beam

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  Centre national de la recherche scientifique

  Sept 2023 - Jan 2024

  Research Assistant

  ML research assistant supervised by Dr Julien Moreau and Dr Philippe Xu. Collaborating on Maxime Noizet's Ph.D.Topic: Weakly supervised vehicle localization prediction with centimeter-level accuracy.• Developing a transformer-based deep learning model for street pole detection in high-context images to determine the vehicle's position on a map.• Adapting DETR architecture to Multiple Independent Keypoint Detection.

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  Meta

  Jun 2024 - now

  Research Scientist Intern