01CRM Analytics · R Shiny · Analytics Engineering
Sales Leadership Analytics Platform
Two connected dashboard experiences for supervisors and sales leadership, built to monitor lead allocation, response quality, reassignment flow and SLA risk.
Portfolio / Work
Evidence of how I think.
Business analytics products, decision stories and statistical research — documented through the problem, method, evidence and action.
All case studies
9 projects across business and statistical analytics.
Featured business projects appear first, followed by supporting research that shows method breadth.
01
02Insurance Analytics · R Shiny · Risk Monitoring
Medical Claims & Pre-authorization Intelligence
An interactive insurance dashboard connecting claims utilization, rejection risk and pre-authorization operations in one decision environment.
03Automation Analysis · Sales Operations · Decision Story
Controlling Lead Reassignment Cost
A decision analysis testing whether repeated Zapier lead reassignment produces enough productive outcomes to justify automation-task consumption.
04Customer Analytics · DataCamp Certification Project
Reducing Subscriber Churn at Fit.ly
A complete analysis joining account, engagement and support data to identify churn drivers and translate them into a measurable action plan.
05Graduation Project · Statistics · Machine Learning
Predicting Social Security Coverage in Egypt
A policy-oriented classification study comparing interpretable statistical models with machine-learning and deep-learning alternatives.
06Academic Research · Classification
Heart Disease Classification
Compared logistic regression, K-nearest neighbors and decision trees for heart-disease diagnosis using predictive and interpretability criteria.
07Multivariate Analysis · COVID-19 Research
Character Strengths & Mental Health
Used factor analysis, clustering, discriminant validation and multivariate regression to examine character strengths and mental-health outcomes.
08Time Series · Environmental Statistics
Rainfall Time-series Forecasting
Analyzed monthly rainfall patterns using decomposition, modern forecasting approaches and Box–Jenkins methods.
09Spatial Statistics · California
Spatial Temperature Analysis
Studied spatial dependency and temperature variation using autocorrelation, trend surfaces, kriging and geographically weighted regression.