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  • Freelance Education Specialist.
  • Yaoundé Cameroon
  • 19:57 (UTC +01:00)
  • LinkedIn in/sandrine-aboudi

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maguisandra/README.md

Hi there, I'm Sandrine 👋

Operations & Program Management Professional | Education Specialist | Data Analyst

I bridge the gap between institutional strategy and data-driven evidence to advance equity, inclusion, and academic excellence. With 8+ years of experience, I specialize in Results-Based Management (RBM) and educational monitoring.

🚀 Featured Project

MBA Admission Equity Audit
An advanced audit using Python and Power BI to evaluate institutional selection through Social Reproduction (Bourdieu) and Human Capital (Becker) theories. A concrete application of SDG 4 monitoring.

🛠️ Professional Toolbox

  • Strategy and Management: Results-Based Management (RBM), Program Coordination, Monitoring and Evaluation (M&E), Quality Assurance
  • Data Analytics: Python (Data Cleaning and Preprocessing), Power BI (Advanced Dashboards and UX/UI), Advanced Excel
  • Education and Impact: Higher Ed Governance, Internship Monitoring, Academic Programming, Equity & Inclusion Audits

🌍 Impact Focus

  • Transforming complex educational data into actionable insights
  • Supporting equitable access and quality education for all learners
  • Driving data-informed decision-making in education and international development

📫 Connect with me

LinkedIn) | Portfolio & Projects)

💬 “Driving digital transformation and social inclusion through evidence-based decision-making.”

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  1. MBA-Equity-Audit MBA-Equity-Audit Public

    Analysis of MBA admissions equity and inclusion using synthetic data – evaluates gender and racial disparities with insights from Human Capital Theory, Social Reproduction, and SDG 4.

    Jupyter Notebook

  2. College-Admission-Dataset-India College-Admission-Dataset-India Public

    Analysis and visualization of the College Admission Dataset India (Kaggle). This project includes data cleaning, validation, creation of calculated columns and DAX measures in Power BI, and interac…

  3. Coursera-Courses-Metadata-for-analytics-2025 Coursera-Courses-Metadata-for-analytics-2025 Public

    This project analyzes the “Coursera Courses Metadata (2025)” dataset from Kaggle. It focuses on cleaning and exploring educational data to identify key patterns and support decision-making in the e…

    Jupyter Notebook

  4. Student-AI-Ethics-Satisfaction-Analysis Student-AI-Ethics-Satisfaction-Analysis Public

    A data-driven study of 16,000+ students exploring the paradox between ChatGPT satisfaction and ethical risk awareness. Built with Python & Power BI.

    Jupyter Notebook

  5. Student_performance_analysis Student_performance_analysis Public

    Analysis of students’ performance across subjects with detailed dashboards and factor analysis.