Research Projects

Explore our ongoing and completed research initiatives

Ongoing Projects

Ongoing
A Portable Deep Learning-based Platform for Passion Fruit Disease Identification (Katunda Project)
agriculture

A Portable Deep Learning-based Platform for Passion Fruit Disease Identification (Katunda Project)

Pests and diseases pose a key challenge to passion fruit farmers across the country. They lead to loss of investment as yields reduce and losses …

Team: A. Katumba, M. Bomera, C. Mwikirize, G. Namulondo
Started: Jun 2025
Ongoing
Real-time Tele- consultation for Cervical Cancer Screening Using a Machine  Learning-enabled Mobile App
health

Real-time Tele- consultation for Cervical Cancer Screening Using a Machine Learning-enabled Mobile App

Cervical cancer in particular is the fourth most common cancer in women, and the seventh overall, responsible for 569,847 deaths globally (World Health Organization 2018). …

Team: Hanifa Nabuuma, Andrew Katumba, Ben Wycliff Mugalu, Mark Phillip Matovic
Started: Jun 2025
Ongoing
Development of an Efficacious Patient Management System for Uganda using Machine Learning Techniques
health

Development of an Efficacious Patient Management System for Uganda using Machine Learning Techniques

Patient management is a collective term to describe the series of steps involved in handling a patient at a health facility right from acquisition of …

Team: Dorothy Okello, Cosmas Mwikirize, Andrew Katumba, Wayne Okello, Moses Bomera
Started: Jun 2025
Ongoing
Smart Portable Ultrasound System for Guidance of Minimally Invasive Procedures
health

Smart Portable Ultrasound System for Guidance of Minimally Invasive Procedures

Non-Communicable Diseases (NCDs) such as cardiovascular disease, diabetes and cancer are a major burden in Uganda, increasing the need for requisite diagnosis/therapeutic procedures such as …

Team: Cosmas Mwikirize, Andrew Katumba, R Byanyima, Joyce Nabende, I Hacihaliloglu
Started: Jun 2025
Ongoing
Design of a Deep Learning Pothole Detection System
transport

Design of a Deep Learning Pothole Detection System

With an increasing number of potholes on the roads that take a while before they are repaired, their adverse effects like accidents, traffic jam, flooding …

Team: Andrew Katumba, Moses Bomera, Priscilla Walaga
Started: Jun 2025
Ongoing
Machine Learning-guided Screening of COVID-19 using Point-of-Care Ultrasound in Uganda
health

Machine Learning-guided Screening of COVID-19 using Point-of-Care Ultrasound in Uganda

In the absence of a cure or vaccine for the novel coronavirus, early diagnosis and isolation of COVID-19 patients is critical to stemming community spread. …

Team: jonathan Serugunda, Cosmas Mwikirize, Andrew Katumba, Mark Phillip
Started: Jun 2025
Ongoing
Luganda Common Voice
nlp

Luganda Common Voice

Common Voice is a crowdsourcing platform for text and audio. It is an open source project to allow individuals who are interested in building their …

Team: Andrew Katumba, Abraham Jerry Kakooza, Ronald Ogwang, Makerere AI Lab
Started: Jun 2025
Ongoing
Development of Machine Learning Datasets for Crop Pest and Disease Diagnosis based  on Crop Imagery and Spectrometry Data
agriculture

Development of Machine Learning Datasets for Crop Pest and Disease Diagnosis based on Crop Imagery and Spectrometry Data

The current state of data collection and crop pest and disease diagnosis is transitioning from disease identification using visible symptoms to the use of data-driven …

Team: Andrew Katumba, Ben Wycliff Mugalu, Makerere AI Lab
Started: Jun 2025
Ongoing
Google Inclusion Project
nlp

Google Inclusion Project

The google inclusion project is aimed at having the adsurv farmer engagement app be able to support questions and provide answers in relation to agriculture …

Team: Andrew Katumba, Abraham Jerry Kakooza, Makerere AI Lab
Started: Jun 2025
Ongoing
Design of a Machine Learning-Based Traffic Control System
transport

Design of a Machine Learning-Based Traffic Control System

The project investigates the traffic jam problem at one of the junctions in Kampala, Uganda, Wandegeya junction. At Wandegeya junction, existing traffic light control causes …

Team: Edwin Mugume, Andrew Katumba, Sudi Murindanyi, Berna Namulwaya
Started: Jun 2025
Ongoing
Radio Mining Workstream
nlp

Radio Mining Workstream

In sub-Saharan Africa and Uganda, low internet penetration makes radio the preferred medium of social communication. Radio lets information flow from top to bottom and …

Team: Andrew Katumba, Sudi Murindanyi, Makerere AI Lab
Started: Jun 2025
Ongoing
Digi Eye Sweet Potato Project: Predicting Sweet Potato Sensory Attributes using Image Analysis
agriculture

Digi Eye Sweet Potato Project: Predicting Sweet Potato Sensory Attributes using Image Analysis

During the sweet potato breeding process, phenotypes are measured for different quality traits, which differ from one crop to another. Their genetic, nutritional, organoleptic, biological, …

Team: Andrew Katumba, Sudi Murindanyi, Makerere AI Lab
Started: Jun 2025
Ongoing
Google Deforestation
climate

Google Deforestation

Agriculture, forestry, and other types of land use account for 23% [1] of global greenhouse gas emissions. To reduce these emissions, they need to be …

Team: Andrew Katumba, Ben Wycliff Mugalu, Makerere AI Lab, Moja Global
Started: Jun 2025

Completed Projects

No completed projects yet.