The main goal of this research is to develop a Decision Support Tool for Community-led Land Use Plans.This research is targeting to collect data from predominantly pastoral and agropastoral communities i.e., Information regarding locations and availability of key livestock resources (e.g., pasture and water). The data collected will be used in developing a community-led land use plan that allocates areas for livestock grazing and crop cultivation, identify communities that might require additional support infrastructure. Also, it will assist in the identification of locations and periods when resources are usually low so that support infrastructure (e.g., forage banks and local dams for watering livestock) could be timely provided to mitigate conflicts and improve livestock productivity. The project is sponsored by the Lacuna Fund (https://lacunafund.org/awards/), an initiative of the Meridian Institute that supports private and public organizations to mobilize labeled datasets that solve prevailing problems in low and mid-income context globally.

Consultant at SAGCOT for developing a database and a mobile application tool for data collection and intergrade the developed database to a visualization tool.

Pursuing Ph.D. by thesis, specializing in Data science in the school of Information Communication Science and Engineering at Nelson Mandela African Institute of Science and Technology (NM_AIST).

Research assistant at Nelson Mandela African Institute of Science and Technology (NM_AIST). Working in a Project for Emerging Agricultural Research Leaders (PEARL) aim in developing a framework for decision support tools to optimize smallholder dairy productivity in East AfricaResponsibilities:1. Developing database and a mobile application tool for collecting data from more than 20,000 farmers in Eastern Africa: Ethiopia, Kenya, Tanzania, and Uganda. 2. Developing a visualization tool for analyzing livestock data collected and lastly 3. To oversee the whole process of data collection to the completion.

Consultant at AU-IBAR, Developing a database and a mobile application tool for data collection in fifteen countries across Africa.

Design and develop a database system for most vulnerable children for Pamoja Tuwalee Project under World Education Tanzania (funded by USAID).