Projects
Six projects from telecom, banking, business intelligence and agriculture. Each one shows the problem, what I did and what changed.
Six projects from telecom, banking, business intelligence and agriculture. Each one shows the problem, what I did and what changed.
Clustering 100,000 bank customers into six risk profiles, plus a short list of outliers that need a manual review.
Finding the subscribers most likely to upgrade, then reaching them by call, by SMS, or the moment they walked into 4G coverage.
Replacing a three-day manual reporting cycle with dashboards that marketing and executives can check for themselves.
A Power BI dashboard that brings soil, weather and yield forecasts together for Ghanaian farmers and the people who support them.
Yield models that gave farmers plot-level advice and contributed to an estimated 15% bigger harvest on pilot farms.
Linking churn to competitor activity and price changes, then turning the findings into one-page recommendations.
| Churn drivers | |
| Price moves | |
| Engagement |