Research background
The research experience our founders bring.
Our founders' work in applied AI spans their research affiliations, including the Makerere Artificial Intelligence Lab, Sunbird AI, the University of Washington, Mozilla Common Voice, UN Global Pulse, and Oracle Research. A sample of that work is below, credited to the person who led or contributed to it.
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Healthcare
Ocular
A smartphone-based diagnostic microscopy tool for detecting malaria, tuberculosis, and cervical cancer.
Solomon Nsumba -
Speech & text
SALT-31
An open machine translation benchmark covering 31 Ugandan languages.
Solomon Nsumba -
Speech & text
Sunflower
Multilingual language models built for Ugandan languages.
Solomon Nsumba -
Infrastructure
Urban-Noise-Uganda-61K
An open acoustic dataset of urban sound recorded in Kampala and Entebbe.
Solomon Nsumba -
Healthcare
Wearable camera for medication-error detection
An AI-enabled wearable camera system for detecting medication errors, developed with researchers at the University of Washington.
Solomon Nsumba -
Agriculture
Crop & livestock disease-vector surveillance
Large-scale datasets supporting surveillance of crop and livestock disease vectors across African contexts.
Mutembesa Daniel -
Agriculture
Mobile sensor deployment optimization
Multi-objective optimization strategies for deploying mobile sensors in resource-constrained environments.
Mutembesa Daniel -
Finance
Social-knowledge-informed credit scoring
Credit scoring for SMEs that draws on social data, extended into algorithmic fairness for equitable digital micro-credit and micro-insurance design.
Mutembesa Daniel -
Speech & text
Speech recognition for SDG monitoring
Speech recognition models supporting social listening for Sustainable Development Goal monitoring, built with UN Global Pulse.
Jonathan Mukiibi -
Speech & text
Gender bias in automatic speech recognition
Research identifying and addressing gender bias in automatic speech recognition model performance.
Jonathan Mukiibi -
Speech & text
Inclusive open-source speech datasets
Privacy-conscious, open-source speech datasets for low-resourced languages, built with the Mozilla Common Voice project.
Jonathan Mukiibi -
Speech & text
Morphological complexity in children's speech
Research on multilingual transfer learning for inclusive speech tools in children's education, with Oracle Research.
Jonathan Mukiibi