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Akli YalaouiAY

Akli Yalaoui

Full stack engineer

180 €/jour
Paris, FR
0-2 ans

Délai de réponse moyen : 1h

À propos de Akli

Passionate about data and artificial intelligence, I design innovative solutions combining technical expertise and advanced analysis. Always curious, I am committed to turning challenges into opportunities through AI and data science.
  • Anglais

    Bilingue ou natif

  • Français

    Capacité professionnelle complète

Accepte de travailler sur site
Paris (jusqu’à 50 km)

Expériences

  • Segula Technologies
    Data scientist
    mars 2024 - septembre 2024 (6 mois)
    Île-de-France, France
    Advanced Exploration of Multivariate Time Series:
    - Handling missing data for seamless analysis of time series.
    - Smoothing techniques to elucidate hidden trends in noisy data.
    - Utilization of resampling for improved temporal resolution.
    - Integration of an autoencoder with Dynamic Time Warping (DTW) as a loss function, enabling autonomous exploration of fundamental features in the data.
    - Development of a similarity measurement method for accurate evaluation of relationships between time series
  • Freelance
    Freelancer
    septembre 2021 - septembre 2023 (2 ans)
    Alger, Algérie

    - High-Quality Applications: Develop robust, user-friendly web applications using modern frameworks and technologies.
    - Responsive Design: Ensure all applications are mobile-friendly and provide a seamless user experience across different devices and browsers.
    - Scalable APIs: Design and deploy scalable and efficient APIs that support high traffic and complex interactions.
    - ML Projects: Work on machine learning projects that involve building and training models to solve specific problems or make predictions.
    - Data Analysis: Conduct thorough data analysis to extract insights, identify patterns, and support data-driven decision-making.
    - Predictive Modeling: Develop predictive models using tools such as Python, TensorFlow, and scikit-learn to forecast trends and behaviors.
  • Juriste-DZ
    Ingénieur Full Stack
    septembre 2022 - juillet 2023 (10 mois)
    Alger, Algérie
    Optimization of the Search Engine for juriste-dz.com using NLP Techniques:
    - Designed and deployed a web application integrating React.js, Flask, and ElasticSearch for managing legal documents.
    - Utilized Google's OCR to extract text from PDF documents.
    - Leveraged Document AI to extract metadata from PDF documents such as title, date, and references.
    - Extracted keywords and named entities from documents, enabling more precise and targeted search.
    - Developed a system for detecting and reconstructing the structure of tables within documents.
    - Implemented a recommendation system to guide users towards relevant legal documents.

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Formations

  • Master 2 (M2), Apprentissage machine pour la science des données
    Université Paris Cité
    2024
    Master 2 (M2), Apprentissage machine pour la science des données
  • ingénieur d'état et master 2, Systèmes intelligents et science des données
    Ecole nationale Superieure d'Informatique (ESI)
    2023
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