• Building Deep Vision Models for Large Scale Breast Cancer Tumour Detection & Infection Stage Approximation to serve upto 5.4 million under-diagnosed women at risk in Kenya. • Implemented data-augmented training to deliver upscaled, state of the art diagnoses while guaranteeing accuracy. • Working towards increasing Breast Cancer screening capacity by 1000 percent while maintaining accurate, high quality diagnosis pipelines

○ Won 2nd Prize in The Fuel Africa Healthcare Innovation Hackathon • March 2022 Led a team of 3 to build Vectorgram Mammography, a Breast Cancer Diagnostics Platform [vectorgram.co]. Vectorgram was awarded 2nd prize out of 1200 participants and 96 teams across Africa. ○ Finalist Startup in The Africa Impact Challenge • Aug 2022 Selected as one of 15 finalists continentally working on HealthTech Infrastructure for African Healthcare Providers in Vectorgram