Freelancer profile translated to English.
Back to original languageAbout Ibtissam
As a data scientist, I have over four years of experience in developing analytical models to process data and identify opportunities for improvement. I have worked with various data sources, such as TripAdvisor, to collect and analyze information related to attractions and activities in different regions, like Agadir and Marrakech.
I have also applied machine learning algorithms for classification, clustering, and sentiment analysis tasks, as well as natural language processing (NLP) techniques to analyze textual data and extract structured information from unstructured data. I am proficient in using Power BI, Python, and SQL to create dashboards, visualize results, and write reports.
My goal is to leverage my data science skills and business expertise to help companies make data-driven decisions and improve customer satisfaction.
French
Native or bilingual
Arabic
Native or bilingual
English
Native or bilingual
Remote only
Primarily works remotely
Experience
- YounzeeData ScientistFASHION AND COSMETICSOctober 2022 - November 2023 (1 year and 1 month)Paris, France• Improved and fixed bugs in the clothing recommendation system, optimizing personalized suggestions based on user style and weather (Python, PostgreSQL, Docker).• Wrote technical documentation on Confluence for developed APIs, microservices, and continuous integration processes.
- PIIMT- Private International Institute of Management & TechnologyAdjunct ProfessorEDUCATION AND E-LEARNINGJanuary 2021 - January 2022 (1 year)Rabat, Morocco-Taught PL/SQL database management, triggers, views, joins, partitioning, and MSSQL database administration (user creation, backup, restore, auditing, encryption).
- Data in Seconds (DASEC)Data ScientistJanuary 2017 - December 2020 (3 years and 11 months)Salé, RZ, Morocco• Collected data related to tourist attractions and activities in the Agadir and Marrakech regions (attractions, reviews, user profiles)• Segmented French tourists using the KMeans algorithm, accompanied by an in-depth analysis of the identified clusters.• Analyzed the job market needs in Morocco (Automotive)• Predicted salaries using XGBoost and Random Forest• Analyzed the skills gap between the education system and the job market• Analyzed social media of stakeholders in Moroccan employability• Classified and extracted skills from university curricula• Participated in organizing the following events:• Workshop towards alignment between training and employment in Morocco• A Cyber-Security Day to highlight Career Opportunities for the Next Generation of Cyber-Security Experts in Morocco
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Education
- Power BI: Advanced Visualizations and Key DAX Concepts Get Started with Python for Data Analysis Learning NoSQL Databases Introduction to Deep Learning with OpenCV Analyzing Big Data with HivePower BI : Visualisations avancées et notions clés du DAX Initiez-vous à Python pour l'analyse de données Learning NoSQL Databases Introduction to Deep Learning with OpenCV Analyzing Big Data with Hive
- Master's degreeNational School of Applied Sciences2016Master's degree