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Experience

My professional journey and work experience

AimigoAimigo

AI for Education Intern

April 2025 - Present

France

Developed cutting-edge AI solutions for education technology, focusing on content extraction and evaluation systems to enhance learning experiences through automated document processing and intelligent content generation.

Key Achievements:

  • Built custom document extraction pipeline with fine-tuned YOLO models, enabling automated conversion of educational PDFs to structured formats for enhanced content accessibility
  • Optimized multimodal recognition models (LLAMA, Mistral) and online services for interpreting unstructured educational data via specialized AI agents
  • Developed AI evaluation framework using prompt engineering and model comparison, optimizing content extraction accuracy across multiple LLM architectures
  • Implemented RAG system for automated quiz generation, creating personalized learning experiences for end users through intelligent content processing

Avignon Computer Science LaboratoryAvignon Computer Science Laboratory

Machine Learning Research Intern

March 2024 - October 2024

Avignon, France

Conducted research on Artificial Intelligence for Semantically controlled Speech Understanding, developing cutting-edge speech analysis systems that combine voice recognition with natural language understanding.

Key Achievements:

  • Designed and developed an automatic speech analysis system combining voice recognition and NLU
  • Optimized speech recognition models (Whisper) and language understanding models (DistilBERT, CamemBERT) for French and English
  • Developed machine learning algorithms for contextual analysis of long inputs
  • Built and deployed a multi-service web demonstration application with PDF, chat, and voice recognition capabilities

BMCI Group BNP ParibasBMCI Group BNP Paribas

Data Analysis Intern

June 2023 - September 2023

Casablanca, Morocco

Focused on banking performance analysis and customer behavior study, implementing comprehensive data science solutions for financial insights and predictive modeling.

Key Achievements:

  • Implemented ETL pipelines for large-scale banking data processing and integration
  • Developed an ML model for customer churn prediction achieving 85% accuracy
  • Created multiple data stories in Tableau to analyze banking performance, customer behavior, and market trends
  • Designed interactive dashboards with advanced KPIs for monitoring agency and regional performance

University of Paris CitéUniversity of Paris Cité

Master's Student - Machine Learning

2024 - Present

Paris, France

Pursuing advanced studies in Machine Learning for Data Science, focusing on cutting-edge AI techniques and their applications in real-world scenarios.

Key Achievements:

  • Specialized coursework in Deep Learning, Natural Language Processing, and Computer Vision
  • Research projects in advanced machine learning algorithms and optimization techniques
  • Collaborative projects with industry partners on AI applications
  • Academic excellence in theoretical foundations and practical implementations

ENSIASENSIAS

Engineering Student - Data Science & IoT

2021 - 2024

Rabat, Morocco

Completed engineering degree specializing in Data Science and Internet of Things, building strong foundations in software engineering, data analysis, and emerging technologies.

Key Achievements:

  • Graduated with distinction in Data Science and IoT specialization
  • Led multiple team projects combining IoT systems with machine learning applications
  • Developed comprehensive skills in software engineering and system architecture
  • Active participation in research projects and academic competitions