プロフィール詳細

プロジェクトを作成

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☆☆☆☆☆

Dr. BOUTYOUR Y.に依頼

Morocco

AI Researcher & Developer | Reinforcement Learning, Deep Learning, Machine Learning, and Educational Technology Expert

プロフィール概要

I am an AI researcher and developer (PhD) specializing in Reinforcement Learning, Multi-Agent Systems, and Educational Technology. My expertise spans AI model design, data analysis, and applied research across domains such as finance, traffic optimization, and education. I have authored multiple peer-reviewed research papers and offer scientific writing and research support, including literature review, methodology design, data interpretation, and results validation. With a background as a computer science educator and pedagogical expert, I design and evaluate training programs and develop AI-based educational tools. Technically skilled in Python, PyTorch, TensorFlow, FastAPI, and React, I combine academic rigor with practical AI development to deliver reliable and publication-ready outcomes.

専門分野

• ☆ Data Analysis
• ☆ Computer Simulation/Computational Modeling
• ☆ Algorithm Design
• ☆ Predictive Modeling & Analytics
• ☆ Data Processing
• ☆ Data Exploration
• ☆ Cluster Analysis
• ☆ Data Visualization
• ☆ Data Management
• ☆ Data Manipulation
• ☆ Machine Learning
• ☆ Text Mining & Analytics
• ☆ Data Mining
• ☆ Data Cleaning
• ☆ Natural Language Processing
• ☆ Data Architecture
• ☆ Neural Networks
• ☆ Pattern Recognition
• ☆ Artificial Intelligence
• ☆ Deep Learning
• ☆ Financial Modeling
• ☆ Python
• ☆ SQL
• ☆ R
• ☆ Scikit-learn

サービス

• Writing
• Research
• Consulting
• Data & AI

Writing Technical Writing, Translation

Research Gap Analysis, Scientific and Technical Research, Systematic Literature Review

Consulting Scientific and Technical Consulting, Financial Consulting

Data & AI Predictive Modeling, Statistical Analysis, Image Processing, Image Analysis, Algorithm Design-Non ML, Algorithm Design-ML, Data Visualization, Big Data Analytics, Text Mining & Analytics, Data Mining, Data Cleaning, Data Processing, Data Insights

職務経験

Provincial Inspector

Ministry of Education, Morocco

9月 2020 - 現在

Computer Science Teacher

Ministry of Education, Morocco

9月 2006 - 8月 2020

学歴

Maitrise (Computer Science)

Université Sidi Mohamed Ben Abdellah

- 現在

Phd (Computer Science)

Université Mohammed-V de Rabat

2021 - 2024

Master (Computer Science)

Université Mohammed-V de Rabat

2019 - 2021

認定資格

• 認定資格の詳細は未入力です。

出版物

JOURNAL ARTICLE

Youness Boutyour, Abdellah Idrissi (2025). Dynamic confidence-based constraint adjustment in distributional constrained policy optimization: enhancing supply chain management through adaptive reinforcement learning . Journal of Intelligent Manufacturing.

Youness Boutyour, Abdellah Idrissi (2025). Adaptive Environment Generation for Continual Learning: Integrating Constraint Logic Programming With Deep Reinforcement Learning . IEEE Transactions on Cognitive and Developmental Systems.

Youness Boutyour, Abdellah Idrissi (2025). FA-MADT: Enhancing Offline Multi-Agent Reinforcement Learning with Factorized Attention and Decision Transformers . IEEE Transactions on Artificial Intelligence.

Youness Boutyour, Abdellah Idrissi (2024). Adaptive Decentralized Policies With Attention for Large-Scale Multiagent Environments . IEEE Transactions on Artificial Intelligence.

Boutyour, Y., Idrissi, A.(2024). A Deep Reinforcement Learning Approach to Dynamic Airline Ticket Pricing and Customer Response Analysis . International Journal of Artificial Intelligence. 22. (2). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 68-91.

Youness Boutyour, Abdellah Idrissi(2024). Adaptive Environment Generation for Continual Learning: Integrating Constraint Logic Programming with Deep Reinforcement Learning . IEEE Transactions on Cognitive and Developmental Systems. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 1–10. Institute of Electrical and Electronics Engineers (IEEE)

Youness Boutyour, Abdellah Idrissi, Lorna Uden (2024). Artificial Intelligence and Assessment Generators in Education: A Comprehensive Review . Studies in Computational Intelligence.

Youness Boutyour, Mustapha El Bakai, Abdellah Idrissi (2024). Creating a Customized Dataset for Financial Pattern Recognition in Deep Learning . Studies in Computational Intelligence.

Youness Boutyour, Abdellah Idrissi (2023). Deep Reinforcement Learning in Financial Markets Context: Review and Open Challenges . Studies in Computational Intelligence.

BOOK CHAPTER

Youness Boutyour, Mustapha El Bakai, Abdellah Idrissi (2024). Creating a Customized Dataset for Financial Pattern Recognition in Deep Learning . Studies in Computational Intelligence.

Youness Boutyour, Abdellah Idrissi, Lorna Uden (2024). Artificial Intelligence and Assessment Generators in Education: A Comprehensive Review .

Boutyour, Y., Idrissi, A.(2023). Deep Reinforcement Learning in Financial Markets Context: Review and Open Challenges . Studies in Computational Intelligence. 1102. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 49-66.

Deep Reinforcement Learning in Financial Markets Context: Review and Open Challenges . Modern Artificial Intelligence and Data Science.