Ethical AI. For Every Community.
Empowering young minds with ethical AI for a better future
Practical, responsible, and socially relevant AI learning — with a strong focus on young people and underserved communities in Ghana.












Making AI education practical, transparent, and accessible
Our work supports young people, communities, and institutions through learning, guidance, and collaboration.
Outreach
Introducing young people and communities to AI and its societal impact through school visits, talks, and awareness programmes — making AI accessible to students in underserved areas.

Mentorship
Connecting students and young professionals with experienced mentors who guide them on learning pathways, career development, project work, and responsible innovation in AI.

AI Trainings
Beginner-friendly programmes that build practical AI and data science skills through hands-on, real-world problem solving — with ethics at the core.

Consultancy
Advisory support for organisations and institutions on AI literacy, ethical practices, capacity building, and the design of socially relevant AI solutions.

Research
Exploring how AI can be built, governed, and used responsibly to benefit communities across Ghana and the African continent.

What we stand for
Principles that ground our work
Rooted in fairness
Named after the AI fairness principle 'statistical parity', we exist to ensure the benefits of artificial intelligence are distributed equally — not just to the privileged few.
Built by the community, for the community
Our co-founders were born and raised in Northern Ghana. We don't parachute in — we design programmes with the people we serve, because we are those people.
Ethics before everything
We don't just teach AI tools — we teach young people to ask the hard questions: Who benefits? Who is harmed? And how do we build technology that serves everyone?
Outreach, mentorship, training, consultancy, and research
Young people engaged across Northern Ghana
Researchers with deep roots in the communities they serve
Ethical, accessible AI education for every learner
About Us
We're helping communities build an ethical AI future.
AI has become a tool that almost everyone with access to social media is now familiar with. For many people, AI tools have become part of everyday life — whether for simple tasks or more advanced uses. AI is increasingly transforming how people live, learn, and work.
While much of the conversation has been led by Western countries, the Global South — and sub-Saharan Africa, Ghana in particular — is steadily engaging with the opportunities and challenges that AI brings.
At Parité Ethical AI Labs, we believe young people should not only be introduced to AI, but should also understand the ethical questions surrounding how these technologies are built and used. We are a team of highly educated and committed individuals dedicated to promoting practical, responsible, and socially relevant AI learning.

Deborah D. Kanubala
Co-Founder
Ghanaian researcher and doctoral candidate in Computer Science at Saarland University, Germany — where her work focuses on machine learning fairness.
Hanifatu Napari Mumuni (Ph.D)
Co-Founder
Ghanaian statistician from Tamale and the youngest woman from Tamale to earn a PhD in Applied Statistics. Research area: system reliability modelling.
Salomey Osei
Co-Founder
Doctoral researcher at the University of Deusto and Marie Skłodowska-Curie COFUND Fellow — applying Automatic Machine Learning to transportation.
Our Vision
Young African innovators leading the development of ethical AI.
A future where the next generation builds, governs, and uses AI responsibly — to transform their own communities, on their own terms.

“A future where young African innovators lead the development of ethical AI solutions that transform their communities.”
Testimonials
Trusted by communities moving toward an ethical AI future
Parité is helping us see AI not as a distant dream, but as a tool we can learn to use responsibly — right here in Northern Ghana.
Student participant
AI Training Programme, Tamale

Frequently asked questions
Our programmes are open to young people, students, educators, and professionals across Ghana — with a strong focus on those in underserved communities in Northern Ghana.
Not at all. Our AI training programmes are designed to be beginner-friendly, starting from foundational concepts and building up to practical, hands-on skills.
We welcome partnerships through funding, mentorship, expertise, or collaborative programmes. Reach out to us at pariteethicalailab@gmail.com to discuss how we can work together.
We are based in Tamale, in the Northern Region of Ghana. Our work currently focuses on communities across Ghana, with a vision to expand across the African continent.
Most of our programmes are offered free of charge, funded through partnerships and grants, to ensure accessibility for all participants regardless of financial background.
Latest Updates
Stories of impact

Featured in the media: our founding members
Coverage of our co-founders' work in AI, ethics, and STEM across Africa.

Featured: the work we do
Outreach, training, and mentorship programmes designed for young people and underserved communities.

Featured: the impact we are making
From school visits to university partnerships — shaping how young Ghanaians engage with technology.
Sponsorship & Partnership
Partner with us to expand access to ethical AI education
We welcome organisations, institutions, companies, and individuals who share our commitment. Partners contribute through funding, mentorship, expertise, or collaborative programmes that support responsible and impactful AI learning — particularly in underserved communities.

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Tamale, Ghana