The Data Behind Me
I've always been fascinated by the stories data can tell and the power it holds to transform businesses. For me, data isn't just numbers—it's the foundation for innovation, growth, and smarter decision-making.
Certified as an AWS Data Engineer and HCIA-Big Data Associate, I specialize in building end-to-end data pipelines, implementing data warehousing solutions, optimizing systems to unlock the full potential of big data. I'm also passionate about the intersection of data & AI, constantly exploring how intelligent systems can create smarter, more effective solutions.
Committed to continuous learning, I love pushing the boundaries of what's possible with data.
Skills & Services
Data Engineering
Design and implement data pipelines, ETL processes, and data warehouses
Machine Learning & AI
Implementing AI solutions, predictive models, and intelligent data processing
Programming
Python, SQL, R, and frameworks for development and automation
Data Analytics
Data analysis, visualization, and reporting solutions
Cloud Platforms
AWS, Azure, GCP infrastructure and services
Experience
Data Engineer
Omdena | Oct 2024 - Dec 2024
- Developed an orchestrated ETL pipeline for extracting, transforming, and loading data from various sources.
- Utilized an LLM to analyze the processed data, classifying news articles based on their relevance and credibility.
Using: Python, BeatifulSoup, Apache Airflow, MongoDB, BERT (LLM), Streamlit
Data Engineer & Scientist
Lear Corporation Engineering | Feb 2024 - Aug 2024
- Automated data extraction and structuring from clients' specifications for ingestion into management systems, utilizing AI approaches for tables detection in documents.
- Implemented a Requirement Prediction System based on machine learning algorithms.
- Significantly reduced the time needed for requirements extraction by 20%, aiding in faster and more accurate analysis.
Using: Python, NLP, OCR, Deep Learning, Machine Learning, MySQL
Data Engineer
Brocoli Data | Aug 2023 - Oct 2023
- Demonstrated expertise in ETL processes for extracting, transforming, and loading Moroccan data.
- Designed interactive sales dashboards showcasing market trends and customer insights.
Using: Python, SQL, Docker, DBT, DuckDB, Google Cloud Storage, Looker Studio
Data Scientist
3D SMART FACTORY | Jul 2023 - Sep 2023
- Craft real-time Financial Prediction Solution.
- Extracted and transformed real-time financial data.
- Implemented Apache Kafka to optimize and streamline data ingestion processes.
- Developed an ARIMA model for accurate financial predictions.
- Automated the entire workflow, accelerating the delivery of actionable insights.
Using: Python, Apache Kafka, Confluent Cloud, Jenkins, ML(ARIMA)
Open-Source Projects
E-commerceAnalytics Pipeline on GCP
Designed an ETL pipeline to process e-commerce data, automating workflows and enabling insightful dashboards for better decision-making.
SDGS Insights
Designed an ETL pipeline to process e-commerce data, automating workflows and enabling insightful dashboards for better decision-making.
Fifa 2023 Analytics on Azure
end-to-end data engineering project uses Azure services to extract, clean and analyze data to provide insights into FIFA 2023 players performance.
Sentiment Analysis
Developed a sentiment analysis model to classify IMDb movie reviews as positive or negative, achieving 90.6% accuracy.
Education & Certifications
Education
National School of Applied Sciences of Al-Hoceima
Data Engineering
2021 - 2024
National School of Applied Sciences of Al-Hoceima
Preparatory Cycle
2019 - 2021