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1. Mobile-money-credit-scoring Mobile-money-credit-scoring Public

   End-to-end data platform orchestrating mobile money transaction pipelines into an operational feature store to serve low-latency credit risk evaluations.

   Python

2. Improving-Patient-Appointment-Attendance Improving-Patient-Appointment-Attendance Public

   Core Business Challenge HealthConnect Clinic faces operational bottlenecks caused by missed patient appointments (a 48.5% baseline no-show rate). These unannounced absences lead to underutilized cl…

   Jupyter Notebook

3. Loan-Eligibility-Preprocessing Loan-Eligibility-Preprocessing Public

   End-to-end data engineering pipeline in Python for the Kaggle Loan Prediction Dataset. Implements lIQR outlier capping, categorical encoding, and StandardScaler for ML readiness.

   Python

4. Employee-Attriction-Analysis Employee-Attriction-Analysis Public

   Employee attrition analysis for a manufacturing client, data exploration, visual insights, and business recommendations using the IBM HR Analytics dataset. Data Science Internship project, AnalystL…

   Jupyter Notebook

5. kenya-education-global-benchmarking-dashboard kenya-education-global-benchmarking-dashboard Public

   Interactive Power BI dashboard analyzing Kenya's education system against regional and global benchmarks, with a focus on enrollment, learning poverty, gender parity, education expenditure, and aca…

6. ai-data-analysis-project ai-data-analysis-project Public

   Data analysis projects completed during my AI-Powered Data Analysis Internship at Excelerate, covering data cleaning, exploratory analysis, visualization, insights, and data-driven storytelling.

   Jupyter Notebook