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AI governance, agents and GovTech at national scale — from Kigali to Manchester.
Talk · Data Decoded MCR
The practical, unglamorous work of making AI agents behave in production: six practices for the layer between the model and the user that decides what's actually allowed to happen.
Speaker (confirmed) — AI Data Engineer, Information Commissioner's Office
On-brand
AI governance, agents, LLMs and GovTech — the work I'm building toward now.
Talk · IndabaX Rwanda
Featured speaker at Rwanda's national AI & Machine Learning gathering, alongside academics and industry ML leads (Yale/EPFL, University of Rwanda, IBM, Tech Hive Advisory).
Speaker — Mobile & AI Engineering Lead, Irembo
Panel · Irembo Tech Talk (EP10)
Showcased the AI applications Irembo was exploring for 120+ government services, on a panel with the CTO of Digital Umuganda and the CEO of Pindo. Publicly recorded.
Speaker / showcase — Senior Software Engineer, Irembo
Webinar · AI Career Webinar (guest speaker)
A deep dive into binary quantization on large language models and its impact, plus practical advice on building a career in AI.
Guest speaker — Mobile & AI Engineering Lead, Irembo
Talk · Rwanda Informatics Olympiad
Introduced Irembo's AI-powered tools serving 120+ government services and explained how binary quantization makes RAG efficient and scalable for low-resource environments; advised prioritising functionality before optimization.
Guest speaker — Mobile & AI Engineering Lead, Irembo
Full history
Web3, blockchain and developer-community sessions from earlier chapters.
Google DevFest Kigali (GDG Kigali)
Norrsken House, Kigali, Rwanda
Talk on the new era of the internet and practical Web3 applications across Education, Agriculture, Finance and Health in an African context.
Emerging Tech Talk (February Edition) — MUBAS Innovation Hub
Malawi University of Business and Applied Sciences (MUBAS), Blantyre, Malawi
A session on how blockchain technology is reshaping industries and creating new opportunities in decentralised technology.
DivTag Web Developers meetup
Mhub, Blantyre, Malawi
Community workshop on building modern web API services, part of DivTag's recurring last-Saturday-of-the-month developer sessions.
Beyond the stage
Building and running the rooms, not just speaking in them.
Blantyre, Malawi (Mhub)
Founded and ran a developer community (100+ engineers) with monthly last-Saturday meetups and workshops.
Rwanda
Helped host and organise the national informatics olympiad's industry knowledge-exchange session, and spoke on AI at Irembo.
African Leadership University, Kigali, Rwanda
Mentored teams at the CodeXtreme hackathon on the ALU campus, supporting student builders through the build.
