Projects / AI
Applied intelligence for real-world decisions
Every AI project Richard builds starts with a real institutional problem and ends with a working system. Machine learning, NLP, and decision intelligence designed for the contexts where they matter most.
Flagship System
Predictive Intelligence System for Financial Behaviour
Problem
Organizations need better insight into financial behaviour without overwhelming people with irrelevant campaigns or intrusive data practices.
Approach
Classification models, behavioural segmentation, explainable scoring, and decision dashboards built to inform rather than replace human judgment.
Impact
Improves targeting, reduces waste, and creates a pathway toward ethical financial inclusion for underserved communities.
Capabilities
What these projects cover
Natural Language Processing
Text classification, sentiment analysis, multilingual models, and NLP tools designed for African language contexts and institutional communication needs.
Decision-Support Dashboards
Interactive dashboards that translate ML outputs into clear institutional decisions, removing complexity from the path between data and action.
Explainable AI Scoring
Classification and scoring systems built with interpretability at the core, so institutions can trust, audit, and act on every prediction.