Experience
My professional journey and work experience
Aimigo
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 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 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 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
ENSIAS
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