 We are honoured to be here at the Wiki Workshop 2023 to present our work entitled developing a community-related research structure in developing countries where we present our experience in creating the data engineering and semantics research unit at the University of Spaksa, Tunisia. Research structure should closely work with the industry and with government as a civil society within the framework of what is called the triple edict collaboration. However, in reality, every stakeholder is working in its own bubble without looking at the other stakeholders. However, socially engaged structure that actually looked at what the other stakeholders have done actually have achieved more in less time. We can name the grassroots organisations that actually work with industry, with research communities and with civil societies to achieve participatory research across the African continents. For example, we can name deep learning in Daba for deep learning, sisonchibiotic for machine learning and healthcare, masakana for natural language processing, and bisu for computation in neuroscience. As well, there are several startups that have looked at the AI ecosystem and collaborated with the civil society and government to achieve African customized computer applications like InstaDeep and the Lapa AI, and they have actually raised a lot of income across the continent over the last few years. As Wikimedia Odysseus and open science advocates, we're aware of such a problem. That's why we decided to enter the supervision of Dr. Mohammed Benawisha as a side professor of computer science at the University of Svax, one of the most published universities in African computer science research, to actually create a socially engaged Wikimedia community focused on research in Svax, Tunisia. Our adventure began in 2011 when the University of Svax had published its first Wikimedia research paper. In 2016, the University of Svax had its first feature at the Wikimedia Research News letter. In 2018, at the Wikimedia conference, the Wikimedia researchers at the University of Svax presented their work at the first time, and since that, they are regularly participating in Wikimedia conferences such as Wikimania, Wikimedia Hackathon, etc. In 2019, they actually organized their first Wikimedia funded research training, and in 2020, they have had their first ever government funded Wikimedia research project. All these efforts have been very efficient in actually convincing the Tunisian Ministry of Higher Education and Scientific Research to recognize our research community as the research structure in 2021. We have been participating in Wikimedia-related research venues, and in 2022, we have had our first Wikimedia funded research project related to the use of Wikidata in the medical practice. Our work as a research structure is mainly based on open collaboration. Some materials allocated to us through Wikimedia research projects are integrated into the data center so that they can be shared among all of our members using virtual machines. The development of our research and development projects is mainly based on brainstorming with Wikimedia affiliates, active Wikimedians and Wikimedia researchers, industry, research communities, government, and even the data engineering and semantics research unit itself. This consists of conception through meetings and literature review, implementation with source code and data sharing on GitHub, testing using our data center, and deployment on Wikimedia cloud services, particularly Toolforge. Thanks to our Covernance model, we have succeeded to issue 27 peer-reviewed publications during the last 10 years, making our community the most published one in Africa. Seven of these publications were issued after the creation of the data engineering and semantics research unit. We are now growing in size, and we have 19 members, a website detailing our activities and projects, the building and the data center at the Faculty of Sciences of SPACS, and we also had the opportunity to reach undergraduate and graduate research students and build collaborations with Wikimedia affiliates, particularly Wikimedia Tunisia, Wikimedia Medicine, and Wikimedia and library user group. Beyond that, we have been successful to gather major research publications with active Wikimedia researchers and Wikimedia contributors from all over the world. Finally, we have to recognize that all what we have achieved would not be done without the generous funding of the Wikimedia Foundation, of the Wikicredit Grant Initiative, and of the Ministry of Higher Education and Scientific Research in Tunisia. That being said, we are honored to have you on a quick tower of our research structure to see the infrastructure that we have made available for Wikimedia researchers in Tunisia to work on Wikimedia-related research projects. So that's all. If you have any questions to ask, please feel free to reach out to me now or ask the head of our research structure, Dr. Mohamed Benawisha, through his email address or his phone number shown here. Thank you.