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Isaac Cohen SabbanIC

Isaac Cohen Sabban

data scientist

€600/day
Paris, FR
8-15 years

Average response time: 1 hour

About Isaac

I worked at Jellysmack as an Applied Scientist. I develloped a video recommendation model for Facebook. Furthermore, I also used NLP approaches to extract topics from YouTube videos.

Previously, I was a PhD student at LPSM and at Pacifica (Crédit Agricole Assurance) under the supervision of Olivier Lopez (LPSM). During my PhD thesis, I combined Machine Learning algorithms with survival analysis and Extreme Values Theory for improving the outcome of insurance claims. After my PhD, I worked for PacketAI as a Machine Learning Engineer. I used Deep Learning methods for monitoring IT system by analysis logs and metrics. Also, I worked on a scalable parsing method for logs by using embedding technics.
  • French

    Native or bilingual

  • English

    Fluent

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

Experience

  • Jellysmack
    Applied Scientist
    ENTERTAINMENT AND LEISURE
    May 2022 - Today (4 years and 1 month)
    Levallois-Perret, France
    • Creating and deploying a video recommendation model for Facebook based on trends
    • Dashboarding creation and API implementation for model inference (with Streamlit and FastAPI)
    • Working on a topic extraction on Youtube videos
    • Creating data quality analysis function for Time Series
    • Creating preprocessing function for Time Series
    FastAPI NLP Time Series Deep Learning Docker SQL
  • Digipharmacie
    Senior Data Scientist
    SOFTWARE PUBLISHING
    April 2022 - Today (4 years and 2 months)
    • Creating an invoice OCR model on Tensorflow (Accuracy: 80%)
    • Deploying TensorFlow models on GCP
    GCP TensorFlow FastAPI Docker
  • PacketAI
    Machine Learning Engineer
    SOFTWARE PUBLISHING
    August 2020 - May 2022 (1 year and 9 months)
    • Creating and deploying an anomaly detection model in log sequence streams (on TensorFlow)
    • Working on a scalable method for log parsing
    • Working on a Python bot for log parsing
    • Creating preprocessing function for Time Series and Log files
    Python (Programming Language) NLP

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Education

  • Doctorat de statistique, Mathématiques appliquées
    Université Pierre et Marie Curie
    2020
    Doctorat de statistique, Mathématiques appliquées
  • Master , Actuariat
    Institut de Statistique de l'Université de Paris - ISUP
    2019
    Master , Actuariat

Skill set (21)

Categories