Background

Biostatistician and Data Scientist

Work Experience

IMRB-Mondor Institute of Biomedical Research

04/2023 - 09/2023, Créteil, France

• Conducted literature review on clinical and brain characteristics of understated cognitive impairment (UCI).

• Managed a cohort of 35 datasets, performed descriptive analysis, and built multiple regression models with STATA to identify UCI risk factors.

• ConductedMRI analysisonFreeSurferforbrain markers extraction.

• Built a random forest model using machine learning for the classification ofUCI and Non-UCI individuals.

DataAnalyst and Full stack Developer

Manahij Conseil

04/2021 - 06/2021, Tangier, Morocco

• Developed a dynamic web application for managing E-Suggestions

within a tech company client, with AnglarJS, SpringBoot2, and

PostgreSQL.

• Created a PowerBI dashboard to present the main KPIs of the ESuggestion on different departments.

Software Developer

Calf Farm

04/2020 - 06/2020, Oujda, Morocco

• Designed and implemented a comprehensive desktop application for farm management, optimizingworkflowefficiency.

• Implemented a modular structure with JavaFX, Scene Builder, and MySQL

Software Developer

Faculty of Science of Oujda

06/2019 - 07/2019, Oujda, Morocco

• Adding new features to an existing access application for interns’ management.

• Developed a desktop application for efficient intern management using VB.NET and SQL Server.

SKILLS

- EXCEL

I excel in data manipulation using formulas and functions, ensuring accuracy through thorough data cleaning. I leverage pivot tables for comprehensive analysis and visualization, implement conditional formatting for trend highlighting, and create dynamic charts and dashboards for insightful data presentation.

- SQL

Proficient in querying databases, data manipulation tasks such as filtering, sorting, and joining datasets, and database optimization. Experienced in full-stack development and data analytics projects, I specialize in creating and optimizing database structures.

- BI TOOLS

Proficient in BI tools such as Power BI and Tableau, I demonstrate expertise in creating interactive dashboards and visualizations. Leveraging these tools, I adeptly transform complex datasets into actionable insights, facilitating data-driven decision-making processes.

- Data Bases Management

Proficient in various database management systems (DBMS) like MySQL, PostgreSQL, SQL Server, and Oracle, I excel in database administration, maintenance, and optimization to ensure efficient data storage and retrieval.

- Python & ML

Proficient in Python and machine learning techniques, I specialize in implementing supervised and unsupervised algorithms for predictive modeling, regression, classification, and NLP tasks such as sentiment analysis.

- Cloud, GIT, SCRUM

Familiar with cloud platforms like AWS and Azure, I utilize cloud infrastructure for data storage and machine learning deployment. Proficient in GIT for code management and collaboration, and experienced in SCRUM methodology for streamlined project management.