Classification des Moindres Carrés (Least- Squares Classification)
CV
Professional Experience
Research Intern in Data Science
September 2023 - Present
LMAP Laboratory, UPPA, Pau, France
- Contributing to research on route reconstruction from GPS coordinates and textual descriptions.
- Enhancing the geoparsing system Perdido to extract and geocode geographic entities from annotated texts.
- Optimizing models for nominal entity extraction and conducting literature reviews on route reconstruction techniques.
Data Analyst
June 2022 - September 2022
Decathlon EL Djazair, Bab Ezzouar, Algiers, Algeria
- Implemented AWS S3 and Redshift to automate reporting and dashboards.
- Developed decision-making dashboards for HR and Supply & Retail teams.
Data Analysis & Control Specialist
January 2021 - June 2022
Ooredoo Algeria (Wataniya Telecom Algeria), Ouled Fayet, Algiers, Algeria
- Created analytical reports using SAS and SQL for marketing offer post-evaluation.
- Updated daily dashboards for top management using Power BI.
Risk Management Specialist
August 2018 - December 2020
Ooredoo Algeria (Wataniya Telecom Algeria), Ouled Fayet, Algiers, Algeria
- Assisted business units in applying ISO 31000 risk management processes.
- Conducted qualitative analysis and drafted quarterly risk reports.
Planning Engineer
October 2017 - August 2018
CIMET Spa, Chéraga, Algiers, Algeria
Internships
Bank of Algeria
April 2017 - June 2017
- Modeled monetary mass based on GDP and CPI for end-of-study project.
Air Algeria Cargo
April 2016 - June 2016
- Developed a dashboard to monitor performance and automated the nomenclature process.
Education
Master Big Data (MIBD)
September 2022 - Present
University of Pau and Adour Countries (UPPA), Pau, France
Master in Statistics Engineering (ISMTID)
July 2017
University of Science and Technology Houari Boumediene (USTHB), Algiers, Algeria
Bachelor of Statistics Engineering
June 2014
University of Science and Technology Houari Boumediene (USTHB), Algiers, Algeria
Skills
- Programming: Python, R, C, SQL
- Machine Learning & Deep Learning: ScikitLearn, TensorFlow
- Data Analysis: SAS, SQL, Power BI, Tableau
- NLP Tools: Stanza, Spacy
- Web Development: Flask
- Databases: PostgreSQL
- Operating Systems: Linux
Languages
- French: Bilingual
- English: B2
- Arabic: Native
Mobility
- Yes (Available to relocate or travel as required)