
Figure 1: Abdigani Diriye
Source: World Economic Forum (2025)
Dr Abdigani Diriye is a Somali data scientist and entrepreneur advancing artificial intelligence (AI) and financial technology across Africa and the Middle East. He has held roles at IBM, Amazon, Microsoft, and Carnegie Mellon, and co-founded Odola and Innovate Ventures. A TED Fellow and Young Global Leader, he holds a PhD from University College London, and an Executive MBA from INSEAD (VC4A, 2025); World Economic Forum, 2025).
Born in Somalia in 1986, Diriye moved to the UK in 1989. He studied Computer Science and Mathematics at Queen Mary University of London, followed by an MSc at King’s College, London and a PhD in Computer Science from University College London in 2012. After completing a postdoctoral fellowship at Carnegie Mellon University’s Human-Computer Interaction Institute, he joined IBM Research Africa in 2013. He later led research in AI and financial inclusion at Amazon, while also co-founding Innovate Ventures, a startup accelerator supporting tech entrepreneurship in Somalia (Amazon Science, 2021; We Are Tech Africa, 2022).
Dr Abdigani Diriye's work bridges the domains of human-computer interaction (HCI), AI, and financial technology. His contributions span academia, industry, and entrepreneurship, driving innovation across Africa and the Middle East. Through a career that includes key roles at IBM Research Africa and Amazon, Diriye has consistently applied scientific rigour to practical problem-solving - particularly in areas such as digital finance and search interface design.
In the academic sphere, Diriye’s research has reshaped how we understand and support complex information-seeking behaviour. His 2010 paper on exploratory search proposed a new framework that accounts for factors like domain knowledge, conceptual complexity, and procedural complexity - pioneering an HCI-based approach to improving user experience in uncertain, open-ended search tasks (Diriye et al., 2010). This foundational work continues to inform UX design, search algorithms, and sensemaking tools.
In industry, Diriye has led initiatives that leverage AI to enhance financial inclusion. At IBM Research Africa, he developed technologies to bring banking services to underserved populations in low-resource settings. Later, at Amazon, he contributed to the development of consumer-facing AI tools, integrating product strategy with cutting-edge research on search behaviour and interaction design.
Beyond his corporate and academic achievements, Diriye has also championed entrepreneurship and ecosystem development. He co-founded Innovate Ventures- Somalia’s first startup accelerator- and Odola, a company that promotes tech-driven financial solutions. His efforts have supported early-stage African startups and fostered grassroots innovation across the region (We Are Tech Africa, 2022; World Economic Forum, 2025).
A TED Fellow and Young Global Leader recognised by the World Economic Forum, Diriye is a prominent voice on the role of technology in social and economic transformation. He regularly speaks about the potential of science and entrepreneurship to drive progress in emerging markets (Amazon Science, 2021).
One of Diriye’s most influential contributions is his role in rethinking how we define and support exploratory search - the process users follow when their goals are vague, their understanding limited, and the path to information unclear. In his 2010 HCIR paper with Wilson, Blandford, and Tombros, Diriye proposed a revised framework that added key dimensions previously overlooked:
The team argued that supporting exploratory search requires looking beyond queries and clicks - it demands interfaces that help users build understanding, resolve uncertainty, and make informed decisions. Diriye’s work laid a foundation for integrating HCI principles into search systems, inspiring improvements in digital libraries, information retrieval, and AI-powered assistants.
“The onus of an exploratory search task is more on the journey the searcher takes to find the required information, rather than the information per se.”
- Diriye et al. (2010)
Video 1: Looking for innovation in unexpected places | Abdigani Diriye A TED talk on how African innovators is driving change through creativity and resilience.
Abdigani Diriye:
Innovation—what does it mean to you? Do you think of a product, a process, a business model?
Coming from the world of tech, I think about AI and self-driving cars—cutting-edge tech we usually find in the first world. But I want to tell you about innovation found in very unexpected places and off the beaten track.
I'm from Somalia—specifically, Somaliland, an independent state in the north. The population of Somalia numbers around 12 million people. Unemployment sits at around 50%, and according to a recent World Bank report, it is the most difficult place in the world to do business.
I left in ’89 during the civil war for the UK. When I returned some 20 years later, eager to give back, I was amazed by what I found. I came across so many truly cool products, such as a mobile-based payment system called Sahaan, which leapfrogged what I was using in the UK. I could pay for goods and services by using nothing more than a basic phone. A lack of a fully functioning financial system in Somalia made these users some of the most active anywhere in the world. That contrast between the economic and political conditions of the country and what I was seeing right in front of me was just so striking.
However, this shouldn't surprise us. There's a renaissance of innovation in Africa. Over a hundred incubators, accelerators, and hubs have cropped up all over the continent. Centers of science and technology are being established in countries like South Africa, Kenya, Nigeria, and Rwanda.
Inspired by this, I co-founded an organization that fostered innovation and invested in Somali startups, so they could in return create jobs and address big societal challenges facing the country. When my co-founders and I started, there was no precedent for a startup culture—or even such initiatives. Creating this organization was so much harder than in other countries because of the resource constraints, lack of awareness, and high operational costs. Utilities like internet and electricity were several times higher than in neighboring countries.
But by working closely with local universities and institutions to raise awareness, with the private sector and donors to access financial support, and finally with domain experts in the country and in the diaspora for content and programming, we were able to overcome many of these challenges.
Since 2012, my co-founders and I have managed to successfully start the first incubators and accelerators in Somalia and Somaliland. We handpick the most exciting and promising innovators and startups in the country and provide them with the training, investment, and mentoring they need to scale their ideas.
To date, we’ve received more than 500 applications, trained more than 25 startups, and dispensed seed investment in the range of $1,000 to $5,000. This goes a very, very long way in a country where the GDP per capita is under $500.
[Music]
There have been a number of success stories—a testament to the immense talent, creativity, and drive of the Somali youth. One of my favorites is an e-commerce startup called Gordanrad. They sell electronics and clothing on their marketplace—and oddly enough, this story starts by me rejecting their application from the program.
But luckily, the three young co-founders—Saeed, Hanson, and Happy—wouldn’t take no for an answer. I was won over by their charisma and tenacity. Since last year, they’ve been working to find the right product-market fit for their startup. They tried a number of different approaches until they finally came across an online-to-offline business model that would allow the discerning Somali consumer to see and feel what they were buying before paying for it.
As a result, they’ve now gone on to open half a dozen stores, employ a dozen people, and are on course to hit their first $1 million in sales this year.
Their success has inspired so many other startups. I believe if we continue our support and investment, we can nurture the next wave of innovators and startups—and show that you can truly innovate and thrive in the most challenging and unexpected of places.
Thank you.
Exploratory Search and Sensemaking - A key area of Diriye’s academic research, his 2010 HCI paper that explores how users navigate uncertainty and build knowledge through intelligent interfaces.
Innovate Ventures Accelerator - The startup hub co-founded by Abdigani Diriye supporting early-stage tech founders in Somalia and Somaliland.
Amazon Science (2021) Abdigani Diriye named among top young African economic leaders. Available at: https://www.amazon.science/latest-news/abdigani-diriye-named-among-top-young-african-economic-leaders (Accessed: 13 July 2025)
Diriye, A., Blandford, A., Tombros, A., Vakkari, P. (2013) 'The Role of Search Interface Features during Information Seeking'. TPDL 2013. Available at: https://doi.org/10.1007/978-3-642-40501-3_23 (Accessed: 13 July 2025)
Diriye, A., Kumaran, G., Huang, J. (2012) 'Interactive Search Support for Difficult Web Queries'. ECIR 2012. Available at: https://doi.org/10.1007/978-3-642-28997-2_4 (Accessed: 13 July 2025)
Diriye, A., Tombros, A., Blandford, A. (2012) 'A Little Interaction Can Go a Long Way: Enriching the Query Formulation Process'. ECIR 2012. Available at: https://doi.org/10.1007/978-3-642-28997-2_57 (Accessed: 13 July 2025)
Diriye, A., White, R., Buscher, G. and Dumais, S. (2012) 'Leaving so soon?: understanding and predicting web search abandonment rationales'. Proceedings of the 21st ACM International Conference on Information and Knowledge Management, pp. 1025–1034. Available at: https://dl.acm.org/doi/10.1145/2396761.2398399 (Accessed: 13 July 2025)
Diriye, A., Wilson, M.L., Blandford, A. and Tombros, A. (2010) 'Revisiting Exploratory Search from the HCI Perspective'. Proceedings of the HCIR 2010 Workshop. Available at: https://people.cs.nott.ac.uk/pszmw/pubs/hcir2010_abdi.pdf (Accessed: 13 July 2025)
TED Archive (2018) Looking for innovation in unexpected places | Abdigani Diriye, YouTube video. Available at: https://www.youtube.com/watch?v=EqHk09GFMOI (Accessed: 30 July 2025)
VC4A (2025) Innovate Ventures – Accelerator Profile. Available at: https://vc4a.com/innovate-ventures/ (Accessed: 13 July 2025)
We Are Tech Africa (2022) Somalia: Abdigani Diriye supports ambitious startups to accelerate development, We Are Tech Africa. Available at: https://www.wearetech.africa/.../somalia-abdigani-diriye-supports-ambitious-startups (Accessed: 13 July 2025)
World Economic Forum (2025) Abdigani Diriye. Available at: https://www.weforum.org/people/abdigani-diriye/ (Accessed: 11 July 2025)