About Me
I am a passionate data analyst and AI enthusiast based in Canada, with a strong foundation in programming, data science, and machine learning.
I design smart, interactive models from data
I’ve worked on diverse datasets—from HR metrics and health tracking to real-time market sentiment—and applied models like regression, decision trees, SVMs, and neural networks. My current focus is on deploying these models to showcase both my coding skills and my ability to build data-driven solutions. With me, you don’t just get numbers—you get intelligence made visible and useful.
What I Do
From descriptive stats to dynamic dashboards, I explore datasets deeply and communicate insights through compelling visualizations and interpretable results.

Interactive Model Deployment
Using web technologies and notebooks, I create interfaces where recruiters or users can test models and review the Python code behind them—making my skills transparent and hands-on.
Machine Learning & Predictive Modeling
I build models that not only perform well but are structured for deployment—regression, classification, PCA, SVM, neural networks, and ensemble methods like XGBoost.
Feature Engineering & Preprocessing
I excel in crafting meaningful features, handling missing data, outliers, encoding schemes, and scaling techniques to make your data ML-ready.
Skills
My Experience
2024-2025
BestBuy
Solutions Advisor
As a Solutions Advisor, I helped customers find the right technology by understanding their needs and recommending personalized solutions. I regularly used product data and customer feedback to guide decisions, and contributed to a positive team dynamic that supported store goals and client satisfaction.
2016-2024
IBN ZOHR High School – Morocco
Economics Teacher
I was responsible for simplifying complex economic concepts into actionable insights for diverse audiences, using data-driven explanations and real-world case studies. I take pride in developing analytical thinking in students and consistently delivering high-impact presentations and reports that improved engagement and outcomes.
Portfolio



