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This final project aims to apply and demonstrate the skills and knowledge we have acquired in Semantic Web models and technologies by creating the building blocks of a Semantic Web application for a higher education institution (such as UCA): programs, courses, teachers, students, promotions, etc.

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web-of-data-project's Introduction

Welcome to my GitHub Profile!

๐Ÿ‘‹ Hi, I'm Paul Peyssard, a passionate Master 2 student specializing in Artificial Intelligence & Machine Learning at Aix Marseille University - Centrale Marseille.

๐ŸŽ“ Academic Background

  • Master 2 in Artificial Intelligence & Machine Learning - Focusing on cutting-edge AI research and applications.
  • International Master 1 in Artificial Intelligence & Data Science - Focusing in the basis of deep learning & statistics
  • B.Sc. in Computer Science - Where my journey into the world of coding and algorithms began.

๐Ÿ’ผ Professional Experience

  • Internship at Veracyte - Applied my AI skills in a real-world healthcare setting, practicing cancer diagnosis and processing Whole Slide Images
  • Internship at Airbus Helicopters - Different applications, and models such as Anomaly Image Detection on helicopter's main gear boxes
  • Research project with IBM - Contributed to improving ML models using IBM's Deep Neural Network, R2N.

๐Ÿ“š Projects Highlight

  • Veracyte - Data Augmentation Projects (In Progress, Confidential) - Whole Slide Image Data Augmentation & Normalization (Bioinformatics - Deep Learning)
  • Airbus - Main Gear Box Anomaly Detection (Confidential) - Detection of different anomaly (Fretting, corrosion...) on helicopters main gear boxes (Image anomaly detection)
  • Airbus - Fuel Flow Prediction (Confidential) - Prediction of fuel flow consumption on helicopter's takeoff
  • Projet PSTALN - Comparaison of Pre-trained transfomers and home-made transformers on POS tagging
  • Projet SAM - Multi-Modal Turn-To-Speak deep learning model detection using speech, sound and videos (Comparaison of early and late fusion)
  • Molecule Generator - Molecule generation using constraint programming (COP) in collaborations with chemist (Research Project)
  • Pet Adoption Prediction - Utilizing ML algorithms to predict pet adoption rates.
  • Word2Vec Implementation - Building the Word2Vec Skip-gram model from scratch for natural language processing tasks.
  • Learning Compact Transparent Models using Neuro-Symbolic Methods - Research project aimed at enhancing ML models' efficiency and transparency.
  • Statistics Projects 2022 - A series of projects exploring statistical analysis methods.

๐ŸŒฑ I'm currently learning

  • Neural Network Optimization
  • BioInformatics and Whole Slide Image processings

๐Ÿ“ซ How to reach me:

โญ My interests include:

  • AI in Healthcare
  • Ethical AI
  • Open Source Contribution

Thank you for visiting my profile! Feel free to explore my repositories and reach out if you have any questions or collaboration ideas.

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