AI Solutions
Building Responsible AI
for People and Society
I design, advise and build AI solutions that are ethical, human-centred and context-aware, with a strong focus on Africa and the Global South.
Human dignity at the centre
Ethics, transparency and accountability
Cultural context, inclusion and equity
AI Adoption & Strategy
Helping organizations understand where AI creates value and how to adopt it responsibly.
- AI readiness assessment
- Use-case identification
- AI adoption roadmaps
- Responsible tool selection
- Implementation guidance
Responsible AI & Governance
Turning ethical principles into practical governance and safeguards.
- AI policies and ethical guidelines
- Risk and impact assessments
- Safeguards and accountability
- Governance frameworks
- Transparency and fairness
Advisory & Mentorship
Supporting leaders, teams and innovators to build responsible and impactful AI initiatives.
- Strategic advisory
- Project mentorship
- Capacity building
- Responsible innovation
- AI leadership support
Ideas Into Practice
Initiatives and frameworks I have founded or developed to bring responsible AI to life through health, knowledge and governance.
CHIFAA
A survivor-led AI and digital health initiative supporting women affected by breast and cervical cancer in North Africa.
- Multilingual AI assistant
- Trusted information & support
- Patient voices & advocacy
- Privacy, safety & dignity at the core
HIKMA AI
A platform exploring responsible AI through African, Arab and Global South perspectives.
- AI ethics & philosophy
- Research & thought leadership
- Dialogue & knowledge sharing
- Culturally grounded innovation
CARTHAGE BILL FOR AI ETHICS
An ethical framework proposing a North African approach to AI governance grounded in dignity, inclusion and technological sovereignty.
- Human rights & dignity
- Inclusion & fairness
- Accountability & transparency
- Sovereignty & public interest
AI should not begin with the technology.
It should begin with people, context and purpose.
People first
Context matters
Ethics in action
Impact that lasts