The profile of the lead researcher and the company Cassivelle indicates a strong commitment to practical AI solutions. Training custom models for institutions like parliaments and hospitals suggests a high level of capability. The focus on NLP for underserved languages is a notable strength. The educational arm, Ardaykaab Academy, further supports the ecosystem. The academic background at Universiti Malaya adds credibility. The overall impression is of a serious entity doing meaningful work. The detailed information about their projects and research provides confidence in their expertise. It appears they are well-positioned to contribute significantly to AI development in the region.
Questions about Abdule · my space
What is Abdule · my space?
Abdule · my space is the personal website and working journal of Abdule Yousuf, an AI researcher pursuing a Master's in AI at Universiti Malaya. It functions as a portfolio and knowledge-sharing space rather than a commercial product, featuring research notes, technical writings on AI agent workflows and prompt versus context engineering, and commentary in Somali under a section called Dhugasho.
What specific features or sections does the site include?
The site shares technical writings on topics such as AI agent workflows and prompt versus context engineering, alongside commentary in Somali under a section called Dhugasho. It also features reviews or reflections on books he is reading and information about Cassivelle, a company he co-founded that trains custom AI models for institutions.
What is Cassivelle and what does it do?
Abdule Yousuf co-founded Cassivelle in 2025, an AI company built in the Horn of Africa that trains custom models and engineers specialized agents deployed into parliaments, ministries, classrooms, and hospitals. His part at Cassivelle focuses on the research under the hood to move toward publishing solutions for Africa's AI development.
What topics does Abdule explain in his Concepts section?
The site includes a section called Dhugasho where Abdule shares commentary in Somali. He also writes about concepts like AI Agent Workflow and the difference between Prompt Engineering and Context Engineering, explaining how to build an AI agent and when to use each technique.
What is Ardaykaab Academy and how many students have enrolled?
Abdule leads Ardaykaab Academy, an education academy that has grown into a hub for up-to-date tech skills. More than 3,000 students have learned here, and he runs the curriculum, daily operations, and hands-on mentorship for Somaliland's youth.
What books is Abdule currently reading and why?
The site features a Reading section where Abdule tracks books shaping his thinking, such as 'Prisoners of Geography' by Tim Marshall and 'The Sealed Nectar' by Safiur-Rahman al-Mubarakpuri. He describes the latter as humbling and reads history for pleasure to keep new things honest.
What is Abdule's educational background and previous work experience?
Abdule holds a B.Sc. in Software Engineering and an M.Sc. in Artificial Intelligence from Universiti Malaya in Kuala Lumpur, Malaysia. He previously worked as a Senior Software Engineer at LML Repairs in Seattle, USA, until 2024, designing and maintaining core software.
What is Abdule's primary research focus and his philosophy on AI in Africa?
Abdule's focus is mostly on NLP, especially for underserved languages that big models keep forgetting. He believes every new boom reaches Africa late, so instead of waiting, he builds solutions like custom models and specialized agents for real institutions.
How does Abdule structure his research and writing process?
The site shares research as it happens, including dead ends and half-formed ideas, rather than just finished results. Abdule believes researchers should show how they work, noting that the finished result is only the last 5% of the actual work.
What personal interests or beliefs influence Abdule's writing?
Abdule writes about exploring the earth and its creatures through geography and history, expressing awe at how perfectly Allah (SWT) made this world. This perspective informs his commentary and writing on the site.
What specific post did Abdule write about data and social media?
The site contains a post titled 'Xogtaadu waa Xog' from June 5, 2026, which explains how data posted on social media is searched and trained for manual intelligence skills, warning users about potential risks.
Where are Cassivelle's specialized agents currently deployed?
Abdule's work at Cassivelle involves deploying specialized agents into parliaments, ministries, classrooms, and hospitals across the Horn of Africa. He emphasizes real work over demos, with a steady stream of research growing out of that operational work.
How did Abdule start his career in software engineering?
Abdule's journey began in 2019 when he wrote his first line of code in an empty room in Turkey. He spent six years as a software engineer building and shipping things end to end across many companies before switching to machine learning in 2024.
What is the official website of Abdule · my space?
The official website of Abdule · my space is abduleyo.com.
How is Abdule · my space rated on Trustburn?
On Trustburn, Abdule · my space has a rating of 4.2 out of 5 based on 5 reviews.
AI-generated from reviews on this page. Verify anything important with the company directly.
The services seem good but it is unclear what the pricing is.
It is nice to see them focusing on real work rather than just demos. Deploying agents in hospitals and ministries shows they are available for serious projects. The research into underserved languages also looks very promising for local needs.
The website presents a very detailed picture of the capabilities available through Cassivelle. It is clear that the team trains custom models and engineers specialized agents, deploying them directly into significant institutions such as ministries, classrooms, and hospitals. This move away from simple demos to real work is quite impressive. The mention of working on NLP for underserved languages adds another layer of depth to their offering. Additionally, the educational component through Ardaykaab Academy shows a commitment to skill development beyond just corporate contracts. The research being conducted under the hood seems robust, with a focus on publishing solutions for Africa's AI development. The breadth of activities suggests they are well-equipped to handle complex, real-world problems effectively.
From the information available, the work being done at Cassivelle seems genuinely grounded in real institutional needs rather than just theoretical demos. The fact that custom models are deployed in places like parliaments and hospitals suggests a level of practical application that is rare. It is reassuring to see research happening alongside actual implementation. While the specific details of their pricing or service tiers are not immediately clear from the website, the focus on underserved languages and specialized agents indicates a thoughtful approach. For someone looking for serious AI development in the Horn of Africa, this appears to be a credible and accessible option worth considering further.
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Abdule · my space is the personal website and working journal of Abdule Yousuf, an AI researcher pursuing a Master's in AI at Universiti Malaya. The site shares his research notes, technical writings on topics such as AI agent workflows and prompt versus context engineering, and commentary in Somali under a section called Dhugasho. It also features reviews or reflections on books he is reading and information about Cassivelle, a company he co-founded that trains custom AI models for institutions. The site functions as a portfolio and knowledge-sharing space rather than a commercial product.
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- abduleyo.com