Designed and prototyped a user interface to engender trust in the results of a model built to predict the cost of healthcare for insurance price-setting.

Designed and prototyped an application interface to allow users to try generating different customer segments using clustering and understand the character of the segments produced.

Worked with client to identify strategy around data pipeline and governance needs.

Helped banking client to develop a data strategy for a marketing use case and worked with the team to carry out proofs of concept.

Designed the route optimization dashboard for predictive maintenance of ATMs at Nedbank