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David SeroussiDS

David Seroussi

Data Scientist | Deep Learning Engineer

€600/day
1 project
Paris, FR
3-7 years

Average response time: 1 hour

Freelancer profile translated to English.
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About David

Hello!

Graduate engineer specializing in AI and Data Science from ESME Sudria school with 2 years of experience, I offer my services as a Freelancer.

I can assist you and perform tasks such as:

- Computer Vision:
○ Object Detection/Segmentation
○ Classification/Regression from 2D/3D images
○ Preprocessing and Model Improvement
○ Image Generation (VAE, GAN)

- Machine Learning:
○ Clustering and dimensionality reduction
○ Regression / Classification
○ Temporal data

I master the languages Python/Kotlin/Java as well as Android development.

I recently finished in the top 4% of the Kaggle OSIC competition: regression task from 3D images (CT-scan) and clinical data, and I won a Hackathon organized by Chronopost on the prediction of the number of packages delivered per day (temporal data).

Having a strong taste for research, original and innovative projects are welcome!
  • English

    Fluent

  • French

    Native or bilingual

  • Spanish

    Basic

Can work on-site
Paris (up to 10km)

Experience

  • OWKIN
    Data Scientist
    BIOTECH
    May 2020 - November 2020 (6 months)
    Paris, France
    - Top 4% Kaggle OSIC Pulmonary fibrosis: regression task from 3D images and longitudinal data (EfficientNet + Attention + LME)
    - Generation of knee X-rays with VAE and StyleGAN2
    - Clustering for the identification of subgroups in knee osteoarthritis (longitudinal data)
    - Deep Learning for longitudinal data (GRU, LSTM)
    Deep Learning Data science Computer vision Machine learning Pytorch
  • Founders Factory
    Machine Learning Engineer - Internship
    TECH
    June 2019 - July 2019 (2 months)
    Cité de Londres, United Kingdom
    - Design and deployment of a voice command system for controlling the Pepper robot (Softbank Robotics):
    - "Wakeword" detection with Porcupine
    - Transcription of a voice command into text with Google Speech-to-Text
    - Pepper robot programming: web app + backend
    Machine learning Deployment

Reviews

5.0

Out of 1 rating

TonyT

Tony

MY JUNGLY

Reviewed on 9/22/2017

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Education

  • Master Engineer in Artificial Intelligence
    ESME Sudria
    2020
    - Deep Learning - Computer Vision - Image Processing - Statistiques appliquées pour le Machine Learning - Donnée temporelles
  • General Engineering Degree
    ESME Sudria
    2020

Skill set

Categories