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Osama GharbiOG

Osama Gharbi

Data scientist | Computer Vision | NLP | Sequences

€450/day
Paris, FR
3-7 years

Average response time: 1 hour

Freelancer profile translated to English.
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About Osama

I am an experienced Data Scientist with a strong background in Computer Vision, Image Processing, and NLP in both industrial and academic sectors. I have worked on scientific research and product development projects, where I gained solid experience in solving complex problems using advanced techniques such as object recognition, image segmentation, motion detection, feature extraction, sentiment analysis, text classification, etc.

I am proficient in programming languages such as Python, C++, and Matlab, as well as frameworks and libraries like Tensorflow, OpenCV, NumPy, and Pandas. I am capable of handling large amounts of data and analyzing them effectively using machine learning and deep learning algorithms.

As an experienced Data Scientist, I have a proven track record in managing end-to-end projects, from design to implementation, deployment, and maintenance, in both academic and industrial sectors. I am able to work independently or as part of a team to achieve set goals, and I can effectively communicate my ideas and results to non-technical stakeholders.

  • French

    Native or bilingual

  • English

    Native or bilingual

  • Arabic

    Native or bilingual

Can work on-site
Paris (up to 50km), Montpellier (up to 100km), Lyon (up to 100km), Lille (up to 100km), Toulouse (up to 100km)

Experience

  • FLY'IT
    Data Scientist
    DIGITAL AND IT
    June 2023 - April 2024 (11 months)
    Lyon, France
    - Development of an innovative model for CV and job posting matching: Using Python, PyTorch, and graph neural networks to create an advanced matching system between professional profiles and job opportunities, based on in-depth analysis of CVs and job descriptions.

    - Creation of a database for document embedding vectors: Development of a Python database specifically designed to store and manage vectors derived from the document embedding process, essential for machine learning and semantic analysis operations.

    - Development of an API to allow clients to access various functionalities: Design of a robust and user-friendly REST API, enabling clients to interact with the various offered functionalities, including CV analysis and job matching.

    - Development of a CRM web application integrating AI tools: Creation of a CRM web application in Python, Django, and Firebase, enhanced with artificial intelligence tools to provide a seamless user experience and simplified access to advanced features.

    - Deployment of applications and platform on Amazon AWS: Configuration and deployment of all applications and the platform on Amazon AWS, ensuring optimal performance and high availability.
    MLOps AWS EC2 Deep Learning LLM Docker
  • DAVI.AI - ISAT
    Data Scientist - R&D Project Manager
    SOFTWARE PUBLISHING
    March 2022 - May 2023 (1 year and 2 months)
    Nevers, France
    o Project planning.
    o Synchronization between the company's R&D team and the university's research team.
    o Monitoring and coordination among team members to ensure project progress.
    o partners (psychology laboratory – government office, local association).
    o Liaising with various project partners to clearly define needs, goals, and next steps (psychology laboratory, departmental council, IT company...)
    Project Management Deep Learning Research and Development Image processing NLP
  • DAVI.AI - ISAT
    Data Scientist
    SOFTWARE PUBLISHING
    November 2021 - May 2023 (1 year and 6 months)
    Nevers, France
    o Develop a data fusion algorithm for vehicle kinematics calculation.
    o Design and development of a Deep Learning model for estimating vehicle kinematics from low-dimension and low-precision sensor data.
    o Design and development of a Deep Learning model for recognizing car passenger emotions from videos.
    o Implementation of a conversational agent (chatbot) based on NLP.
    o Create an application for image warping for a projection surface of 180° and 3 projectors.
    o Work on the development of applications for controlling a 6DoF simulation platform.
    o Creation of 3D scenes and autonomous vehicle simulation scenarios (Microsoft AirSim, SCANeR, IPG Car Maker, Virtual Reality).
    Deep Learning Machine learning 3D Design Development NLP
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Education

  • Master 2 Engineering and Innovation in Images and Networks
    Université Sorbonne Paris-Nord
    2020
    Le M23IR propose des enseignements de préparation à l’insertion professionnelle. Elle conserve un tronc commun important et propose une spécialisation via ses deux parcours : le parcours » images » s’oriente vers le domaine du traitement et transport des contenus audio-visuels ; le parcours « réseaux » s’oriente vers les technologies réseaux et le développement d’applications Internet. L’objectif est de fournir aux étudiants les bases théoriques et la maîtrise pratique des technologies liées au multimédia et aux réseaux informatiques, afin de former de futurs professionnels destinés au marché du secteur industriel du transport et du traitement de l’information audio-visuelle et du multimédia. Ce master prépare aussi à une thèse de doctorat dans la perspective d’une carrière de chercheurs ou d’enseignants-chercheurs.
  • Entrepreneur Student Diploma D2E
    INSA Rouen
    2021
    Le D2E est une formation professionnalisante qui permet aux étudiants de développer des compétences entrepreneuriales et de se préparer à la création et la gestion d'entreprise. Le diplôme est reconnu par les entreprises et les acteurs de l'écosystème entrepreneurial, ce qui facilite l'insertion professionnelle des diplômés et leur permet de créer leur propre entreprise. -Connaissance approfondie du processus de création et de gestion d'entreprise -Capacité à identifier et à évaluer les opportunités d'affaires -Compétences en communication et en marketing pour promouvoir son entreprise -Compétences en gestion de projet pour planifier et réaliser les différentes étapes de son projet entrepreneurial -Capacité à élaborer un business plan solide pour présenter son projet à des investisseurs ou des partenaires potentiels -Capacité à gérer efficacement les ressources financières, humaines et matérielles de son entreprise -Compétences en négociation pour conclure des accords avec des clients, des fournisseurs ou des partenaires -Capacité à développer un réseau professionnel pour trouver des mentors, des partenaires, des investisseurs ou des clients -Capacité à innover et à résoudre des problèmes de manière créative et efficace -Connaissance des réglementations et des lois relatives à la création et à la gestion d'entreprise.

Certifications

Skill set (34)

Deep Learning
Machine learning
Computer Vision
Image processing
Python
Matlab
Pytorch
TensorFlow
Image segmentation
Medical Imaging
Machine
model evaluation
Multi-Class classification
opencv
Data science
NLP
Scikit-learn
Neural Networks
RNN
CNN
Reinforcement Learning
Time Series
LSTM
keras
MLOps
AWS EC2
LLM
Docker
Project Management
Communication
Development
Programming
Research and Development
3D Design

Categories