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Ilyes TalbiIT

Ilyes Talbi

ML & Computer vision engineer

€850/day
2 projects
Paris 19e Arrondissement, FR
3-7 years

Average response time: 1 hour

Freelancer profile translated to English.
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About Ilyes

Hello!

My name is Ilyes and I am a freelance computer vision engineer. I have a solid knowledge of the field and I have carried out numerous projects.

For almost 3 years, I have been the author of one of the first French-speaking sites specializing in artificial intelligence (La revue IA). I support my readers in learning machine learning and deep learning, through tutorials focused on concrete problems. I would like to put my skills and my fairly broad knowledge of the field to help you in carrying out your missions.

My strengths:

- Computer Vision: object detection, pose estimation, image segmentation, automatic tracking, OCR (optical character recognition).
- Image segmentation (by instance, semantic, panoptic)
- Deep learning
- Recognition and detection of human actions
- Data visualization (Python: matplotlib, plotly | R Studio: Shiny, ggplot2, etc.)

My skills:

- Python: Tensorflow, Pytorch, Scikit learn, OpenCV, Dash plotly
- R, SAS
- SQL
- Docker, Git, GCP
- Supervised learning (classification, regression)
- Unsupervised learning (clustering)
- Reinforcement learning (reinforcment learning)

My latest projects:

- Computer vision for automatic detection of punches in boxing
- Machine learning to establish a stock market investment strategy
- Deep learning for automatic tracking of football players on a field
- Machine learning to establish a stock market investment strategy
- NLP for sentiment analysis
- Data analysis for recruitment assistance

Serious, punctual and attentive, I will put all my skills at the service of your projects.

See you soon!
  • English

    Fluent

  • French

    Native or bilingual

  • German

    Conversational

Remote only
Primarily works remotely

Experience

  • ESME Sudria
    Advanced algorithm and Python teachers
    EDUCATION AND E-LEARNING
    March 2022 - Today (4 years and 3 months)
    Paris, France
  • Fédération Française de Boxe
    Deep learning for video analysis in Boxing
    SPORTS
    November 2020 - December 2021 (1 year and 1 month)
    Paris, France
    Construction of a computer vision tool for the automatic detection and characterization of punches:
    - Estimation of human poses on fight videos
    - Automatic detection of boxers and the referee on fight videos
    - Classification of punches
    Deep Learning computer vision Machine learning Python TensorFlow opencv artificial intelligence data analysis data engineer
  • Unikhome
    Computer vision engineer
    CIVIL ENGINEERING
    January 2021 - February 2021 (1 month)
    Paris, France
    Construction of a prototype computer vision tool for the recognition of construction objects and actions taken by workers.
    TensorFlow keras cuda computer vision Deep Learning

Reviews

4.6

Out of 2 ratings

I

Ivan

Ivan Provase

Reviewed on 2/5/2021

Fast feedback, good communications skills and very open to discuss the possible solutions and methods!
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Account deleted

Reviewed on 12/7/2020

Work delivered on time. Effective communication. Immediate availability. Quality work

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Education

  • Master of Applied Mathematics
    Sorbonne université, Paris (ex UPMC)
    2021
    Mathématiques avancées, statistiques, probabilités, POO
  • Engineer in statistics, machine learning and data science
    Institut de Statistiques de l'université de Paris
    2021
    Statistiques avancées, data science, machine learning, Python, R, Cuda, C, C++, Optimisation, Excel-VBA, analyse d'images, réseaux de neurones

Skill set

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