Classes PrΓ©paratoires aux Grandes Γcoles | Morocco
Two intensive years focused on mathematics, physics, computer science, and industrial sciences, preparing for competitive entrance exams to top engineering schools.
EN
About me
I turn data into AI-powered systems that solve real problems.
My work sits at the intersection of data, artificial intelligence, and product engineering. I enjoy understanding business needs, shaping raw information into useful insight, and building intelligent solutions that are simple to use, reliable, and focused on measurable impact.
Education path
My academic path gave me a solid foundation in mathematics, statistics, artificial intelligence, and finance. I see my work as a practical application of mathematics and computer science: understanding complex systems, transforming raw data into reliable models and tools, and turning that intelligence into measurable business value.
Master of Engineering | Γcole Centrale Paris
Applied Mathematics, Data Science, Strategy, and Finance. This gave me a strong scientific foundation across optimization, statistics, machine learning, deep learning, NLP, reinforcement learning, finance, economics, and strategy.
Master of Science | ENSAE - Polytechnique (X)
Applied Mathematics, Finance, and Statistics. I deepened my expertise in stochastic calculus, financial time series, derivatives, risk management, algorithmic trading, high-dimensional statistics, and numerical methods.
My Playground
I combine data science, AI engineering, data platforms, and web development to move from business questions to usable systems.
Hard skills
AI & Machine Learning
- GenAI
- AI Agents
- RAG
- LangChain
- LangGraph
- Machine Learning
- Deep Learning
- NLP
- LLMs
Data Science & Analytics
- Statistics
- Optimization
- Predictive modeling
- Financial analytics
- KPI analysis
- Data visualization
Data Engineering
- Python
- PySpark
- SQL
- Spark
- Hadoop
- Hive
- ETL pipelines
- Airflow
Product & Web
- Vue.js
- REST APIs
- Dashboards
- Data apps
- Web integration
- Automation tools
MLOps & Cloud
- Dataiku
- CI/CD
- MLOps
- Docker
- Kubernetes
- AWS
- Azure
- Git
Soft skills
- Business thinking
- Problem solving
- Clear communication
- Ownership
- Curiosity
- Product mindset
Certifications
A set of practical certifications that support my work across data science, AI delivery, and production-ready data platforms.
Dataiku
- Core Designer Certificate
- Advanced Designer Certificate
- Developer Certificate
- ML Practitioner Certificate
- MLOps Practitioner Certificate
Big Data
- Practical implementation of a comprehensive data analysis solution
Languages
I work comfortably across multilingual environments, from technical discussions to stakeholder communication.
Arabic
Native language
French
Professional and academic fluency
English
Daily work, technical writing, and international collaboration
Beyond work
Outside work, I enjoy staying curious and active. I like discovering new places through travel, playing collective sports like football, swimming, going to the gym, spending time around horses, and listening to a lot of music.
- Travel & discovery
- Football
- Swimming
- Gym
- Horses
- Music lover