Tech Stack
Technologies and tools I work with daily
Apache Spark
Big Data
Kafka
Big Data
Hadoop
Big Data
Flink
Big Data
Hive
Big Data
Python
Data Science & AI
PyTorch
Data Science & AI
Scikit-learn
Data Science & AI
Pandas
Data Science & AI
XGBoost
Data Science & AI
LightGBM
Data Science & AI
spaCy
Data Science & AI
OpenCV
Data Science & AI
Power BI
BI & DB
SSIS/SSAS
BI & DB
SQL Server
BI & DB
MongoDB
BI & DB
FastAPI
Dev & API
Spring Boot
Dev & API
Angular
Dev & API
React
Dev & API
Docker
Dev & API
Kubernetes
DevOps & Cloud
Azure
DevOps & Cloud
n8n
DevOps & Cloud
Git/GitHub
DevOps & Cloud
Apache Spark
Big Data
Kafka
Big Data
Hadoop
Big Data
Flink
Big Data
Hive
Big Data
Python
Data Science & AI
PyTorch
Data Science & AI
Scikit-learn
Data Science & AI
Pandas
Data Science & AI
XGBoost
Data Science & AI
LightGBM
Data Science & AI
spaCy
Data Science & AI
OpenCV
Data Science & AI
Power BI
BI & DB
SSIS/SSAS
BI & DB
SQL Server
BI & DB
MongoDB
BI & DB
FastAPI
Dev & API
Spring Boot
Dev & API
Angular
Dev & API
React
Dev & API
Docker
Dev & API
Kubernetes
DevOps & Cloud
Azure
DevOps & Cloud
n8n
DevOps & Cloud
Git/GitHub
DevOps & Cloud
Git/GitHub
DevOps & Cloud
n8n
DevOps & Cloud
Azure
DevOps & Cloud
Kubernetes
DevOps & Cloud
Docker
Dev & API
React
Dev & API
Angular
Dev & API
Spring Boot
Dev & API
FastAPI
Dev & API
MongoDB
BI & DB
SQL Server
BI & DB
SSIS/SSAS
BI & DB
Power BI
BI & DB
OpenCV
Data Science & AI
spaCy
Data Science & AI
LightGBM
Data Science & AI
XGBoost
Data Science & AI
Pandas
Data Science & AI
Scikit-learn
Data Science & AI
PyTorch
Data Science & AI
Python
Data Science & AI
Hive
Big Data
Flink
Big Data
Hadoop
Big Data
Kafka
Big Data
Apache Spark
Big Data
Git/GitHub
DevOps & Cloud
n8n
DevOps & Cloud
Azure
DevOps & Cloud
Kubernetes
DevOps & Cloud
Docker
Dev & API
React
Dev & API
Angular
Dev & API
Spring Boot
Dev & API
FastAPI
Dev & API
MongoDB
BI & DB
SQL Server
BI & DB
SSIS/SSAS
BI & DB
Power BI
BI & DB
OpenCV
Data Science & AI
spaCy
Data Science & AI
LightGBM
Data Science & AI
XGBoost
Data Science & AI
Pandas
Data Science & AI
Scikit-learn
Data Science & AI
PyTorch
Data Science & AI
Python
Data Science & AI
Hive
Big Data
Flink
Big Data
Hadoop
Big Data
Kafka
Big Data
Apache Spark
Big Data
Featured Projects
A selection of data engineering and ML projects showcasing end-to-end solutions
Hybrid Big Data Climate Prediction
Real-time alert system with a streaming pipeline (Kafka, Spark). GRU model (R²=0.85) and XGBoost (F1-Macro=0.67) validated by an ontology. Angular/FastAPI application.
CODEX Platform
Academic hub with a Recommendation System (TF-IDF & Random Forest) matching CVs to offers. Built with Microservices.
Experience
My professional journey in data engineering
Data Science & AI Intern (PFE)
@ BIM Pioneers — Casablanca
Designed and developed BIMFLUX, a 3-tier AI platform (AutoCAD plugin, FastAPI API, Revit WPF/MVVM) automating 2D MEP CAD-to-3D BIM conversion. SVM+TF-IDF MEP classifier (92.4% accuracy), spaCy+EntityRuler NER engine (F1=99.6%), LightGBM+CLIPS geometric detection (Precision 99.5%, Recall 100%, AUC 0.999). Dockerized with professional Inno Setup installer.
Data Science Intern
@ Maghreb Steel
Engineered a Stacking ensemble model (XGBoost, LightGBM) to predict steel scrap rates, achieving an R² of 0.731. Developed a PyQt5 desktop interface for real-time decision support.
Full Stack Intern
@ Tsunami IT
Built a real-time multiplayer Scrabble game using Angular and ASP.NET Core. Integrated Pusher for live game sync and deployed the solution on Microsoft Azure using Agile workflows.
Certified Skills
Industry-recognized credentials validating expertise in data science and engineering
Associate AI Engineer
DataCamp
Power BI Fundamentals
DataCamp
Data Scientist Associate
DataCamp
Data Analyst Career Track
365 Data Science
SQL Associate
DataCamp
Data Analysis with Python
IBM Coursera
Education
My academic journey and certifications
State Engineer in Data & Computer Science
ENSA Khouribga
Graduated with Highest Honors (Mention Très Bien). Specializing in Big Data, Machine Learning, and AI. 2 years of preparatory classes followed by a 3-year engineering cycle.
Software Engineering - Backend
ALX Software Engineering Program
Intensive 12-month program. Specialized in Backend Development, mastering algorithms, system design, and cloud deployment.
Baccalauréat Mathematical Sciences A
Lycée Khadija Oum Al Mouminine
Graduated with Honors (Mention Bien). Focused on advanced Algebra and Analysis, establishing a strong foundation for Data Science.
Community & Leadership
Contributing to the data science and tech community
Digital Marketing Manager
2022 - 2023Enactus ENSA Khouribga
Led digital communication strategies and managed social media campaigns to promote social entrepreneurship projects.
Organizing Committee Member
2023Dataverse Event
Coordinated logistics and planning for the Dataverse event, fostering a community of data enthusiasts.
Active Member
2021 - 2024Enactus ENSA Khouribga
Contributed to various social impact projects, developing teamwork and project management skills.
Competitor
2024Hackathons & Open Competitions
Participated in technical challenges to sharpen problem-solving skills under pressure.
Languages & Soft Skills
Communication abilities and professional traits that complement my technical expertise
Languages
Soft Skills
Interests
Get in Touch
Freshly graduated Data & AI Engineer actively seeking my first professional role. Specialized in Machine Learning, NLP, Computer Vision, and Big Data pipelines. Let's build something great together!
