Data Science for Social Impact's Avatar

Data Science for Social Impact

@dsfsi

Data Science for Social Impact research group in the CS Department, U of Pretoria. Visit us at https://www.dsfsi.co.za Socials https://linktr.ee/dsfsi

31
Followers
88
Following
38
Posts
18.05.2025
Joined
Posts Following

Latest posts by Data Science for Social Impact @dsfsi

The real question isn’t Do Africans want chatbots?
It’s: Do our technologies deserve African voices?

Let’s design AI that listens before it speaks — rooted in Ubuntu, co-created with our communities, and driven by generosity and shared purpose.

#AfriCHI2025 #AI #HCI #Africa #Ubuntu #DSFSI 4/

12.11.2025 15:22 👍 0 🔁 0 💬 0 📌 0
Post image

At DSFSI, we’re already building that bridge:
💬 Advancing multilingual NLP for African languages
🎙️ Collecting 3 000+ hours of local speech via the ZA–African Next Voices project
⚖️ Creating fair dataset licensing frameworks
🤝 Partnering with Masakhane, Deep Learning Indaba 3/

12.11.2025 15:22 👍 1 🔁 0 💬 1 📌 0
Post image

AI and HCI must meet in the middle.
AI drives scale and automation.
HCI ensures empathy, usability, and trust.
To make AI truly work for Africa, we need bridges between those who build and those who design for people.

#HumanCenteredAI #TechForGood #AfriCHI2025 2/

12.11.2025 15:22 👍 0 🔁 0 💬 1 📌 0
Post image

At #AfriCHI2025, our lead @vukosi.bsky.social asked a the question:
👉🏾 Do Africans really want chatbots?

For us at, it’s a reminder that Africa’s AI future isn’t just about building smarter systems, it’s about building technologies that listen, understand our languages, and reflect our values.
1/

12.11.2025 15:22 👍 0 🔁 1 💬 1 📌 0
Post image

For those at MBZUAI in Abu Dhabi, I will be giving a seminar talk tomorrow (13 Oct 2025)

12.10.2025 06:59 👍 1 🔁 1 💬 0 📌 0
Preview
Introducing Kesego Mokgosi (visiting PhD Student) and an update on "Marito -> Mafoko" Introducing Kesego Mokgosi: Visiting PhD Researcher with the AI4D African Languages Lab

Introducing Kesego Mokgosi: Visiting PhD Researcher with the AI4D African Languages Lab open.substack.com/pub/dsup/p/i...

07.10.2025 17:52 👍 0 🔁 0 💬 0 📌 0
Can African Data Scientists Use Copyrighted News for AI Training? 🌍🤖
Can African Data Scientists Use Copyrighted News for AI Training? 🌍🤖 Are data scientists in Africa allowed to use copyrighted news broadcasts to train AI and develop technologies for local languages? This is a critical question for innovation in African Natural…

New work out of the Data Science Law Lab at UP - @DataLawAfrica

Working to answer -> Are data scientists in Africa allowed to use copyrighted news broadcasts to train AI and develop technologies for local languages?

Watch -> youtu.be/p-zFzlbhUw4
Paper -> doi.org/10.1080/1360...

26.09.2025 10:02 👍 1 🔁 0 💬 0 📌 0
Preview
Dr Mpho Mokoatle: a beacon of hope in cancer research through her PhD in Computer Science Dr Mpho Mokoatle has emerged as a beacon of hope following her recent PhD graduation in Computer Science from the University of Pretoria. Her groundbreaking research aims to harness advanced…

Huge congratulations again to Dr. Mpho Mokoatle on her PhD in Computer Science from UP! 🎓 So proud her groundbreaking cancer research and inspiring journey are featured by the Weekend Argus. Her work in DNA analysis for early detection is truly life-changing!

iol.co.za/weekend-argu...

19.09.2025 15:22 👍 1 🔁 0 💬 0 📌 1

My Inaugural Lecture is now online 🎥
Beyond the Symbols: Natural Language Processing as an Adaptive Problem

I reflect on my journey in advancing AI & NLP for African languages, tackling data scarcity, building communities & imagining inclusive futures.

👉 www.youtube.com/watch?v=hwef...

04.09.2025 05:58 👍 2 🔁 2 💬 0 📌 0
Beyond the Symbols: Natural Language Processing as an Adaptive Problem - Prof. Vukosi Marivate
Beyond the Symbols: Natural Language Processing as an Adaptive Problem - Prof. Vukosi Marivate YouTube video by Data Science for Social Impact (DSFSI)

Next was an excellent talk by @vukosi.bsky.social on natural language processing for low resource languages and the importance of Africans developing their own solutions at @dsfsi.bsky.social youtu.be/hwefANMnSxo?... (5/8)

04.09.2025 01:00 👍 1 🔁 2 💬 1 📌 0

Key message: AI in education must reflect the plurality of learners – their tongues, their stories, their right to be heard.

Computer science + education can (and must) work together to make this happen.

#AI #Education #UNESCO #AfricanLanguages @unesco.org

03.09.2025 12:18 👍 2 🔁 0 💬 0 📌 0

Our chapter – Ensuring Inclusive, Contextualized AI in Education – looks at:

* The promises and pitfalls of AI in classrooms
* Risks of excluding African languages & knowledge systems
* The need for grounded, community-led innovations

03.09.2025 12:18 👍 0 🔁 0 💬 1 📌 0
Post image

We’re excited to share that members of our Data Science for Social Impact Lab at UP contributed to UNESCO’s new global report: AI and the Future of Education: Disruptions, Dilemmas and Directions.

🔗 unesdoc.unesco.org/ark:/48223/p...

@unesco.org

03.09.2025 12:18 👍 1 🔁 0 💬 1 📌 0

The day began with the AI Policy Breakfast (Partnership on AI), connecting policymakers and researchers.

Day 4 proved once again: African AI is not only technically vibrant — it is leading on global conversations around policy, ethics, and equity. 🚀

21.08.2025 13:10 👍 0 🔁 0 💬 0 📌 0

Resources for those who want to go deeper:
📄 AUDA-NEPAD White Paper on AI in Africa: 1drv.ms/f/s!At9WNpyX...
🔑 NOODL License: licensingafricandatasets.com
🔑 Esethu License: aclanthology.org/2025.acl-lon...

21.08.2025 13:10 👍 0 🔁 0 💬 1 📌 0
Post image

Another highlight: the AI Policy panel with Jane Munga, Virginia Dignum & Barbara Glover.
We explored how Africa can chart its own path in AI governance, infrastructure, and inclusion.

21.08.2025 13:10 👍 0 🔁 0 💬 1 📌 0
African Union Commissioner Message at DLI 2025
African Union Commissioner Message at DLI 2025 The AI Policy in Africa Panel at DLI 2025 in Kigali, Rwanda featured a special message from African Union Commissioner for Infrastructure and Energy, H.E. Ms. Lerato D. Matabogee. She shares the AU’s…

We were honoured to have @vukosi serve as a keynote panelist in the AI Policy for Africa session, opened by AU Commissioner H.E. Lerato Mataboge.

Her message on Urunana (hand in hand) was powerful: solidarity & responsibility in advancing AI.
🎥 Watch: www.youtube.com/watch?v=Nu-6...

21.08.2025 13:10 👍 0 🔁 0 💬 1 📌 0
Post image

The poster session was electric ⚡ — showcasing the vibrancy of the African AI community.
DSFSI contributions came from:
• Thapelo
• Nontokozo
• Idris
• Takura
(plus work from Seani & Dawit )

21.08.2025 13:10 👍 0 🔁 0 💬 1 📌 0
Post image

Day 4 at the #DeepLearningIndaba was an inspiring mix of research, policy, and community building. 🌍 #DLI2025

21.08.2025 13:10 👍 0 🔁 0 💬 1 📌 0

We also had a faculty panel discussing opportunities & challenges facing academics in AI across the continent, plus breakout sessions on Data, Startups, and community-building. A busy and inspiring day, showcasing the depth, ambition, and impact of Africa’s AI research community. 🚀 #DLI2025 5/5

20.08.2025 07:00 👍 0 🔁 0 💬 0 📌 0

This achievement was led by @ANKahira with contributions from UP’s own Lesego Makhafola — building on mentorship from Prof @Vukosi who has coordinated poster sessions and non-archival proceedings in recent years. 🙌 4/n

20.08.2025 07:00 👍 0 🔁 0 💬 1 📌 0
Post image

Highlight of the day: the Indaba’s first-ever conference proceedings 🎉

* 100 submissions
* 19 accepted papers
* 7 presented on Day 3

A major step in growing African-led AI research.

3/n

20.08.2025 07:00 👍 0 🔁 0 💬 1 📌 0
Preview
Lecture Notes: From Benchmarks to Responsible AI Evaluation Lecture Notes: Beyond Benchmarks: Building a Science of AI Measurement Presenter: Samni Koyejo (Keynote)Focus: Building trustworthy AI through validity-centered evaluation, cost-efficient tools, and…

We began with an insightful keynote by Prof. @SamniKoyejo: Beyond Benchmarks: Building a Science of AI Measurement.
📝 Notes here: docs.google.com/document/d/1... 2/n

20.08.2025 07:00 👍 0 🔁 0 💬 1 📌 0

Day 3 at the #DeepLearningIndaba was another milestone moment for African AI. 🌍 #DLI2025 @deepindaba 1/n

20.08.2025 07:00 👍 0 🔁 0 💬 1 📌 0

This seminar was made possible by the Carnegie African Diaspora Fellowship Program (CADFP), and hosted by DSFSI, AfriDSAI, the Dept. of Computer Science, and the Faculty of Health Sciences @ University of Pretoria
#AI4Good #HealthEquity #AfricanInnovation

12.07.2025 10:52 👍 0 🔁 0 💬 0 📌 0

Dr. Gichoya explores how Africa can go beyond basic chatbots—focusing on context-specific AI, building diverse datasets, addressing bias, and nurturing local data science talent. Vital for anyone interested in #AI, #healthcare, and #Africa.

12.07.2025 10:52 👍 0 🔁 0 💬 1 📌 0
AI for African Healthcare: Beyond Chatbots Toward Contextually Informed Innovation - Dr Judy Gichoya
AI for African Healthcare: Beyond Chatbots Toward Contextually Informed Innovation - Dr Judy Gichoya YouTube video by Data Science for Social Impact

🌍 Excited to share a powerful seminar by Dr. Judy Gichoya (Emory Univ): “AI for African Healthcare: Beyond Chatbots Toward Contextually Informed Innovation.”
🎥 Watch: youtu.be/c8b7JjszYi0?...

12.07.2025 10:52 👍 0 🔁 0 💬 1 📌 0
Post image

UP is breaking the language barrier in academia!

Join the launch of the Translation of Abstracts Project—bringing research to Sepedi, isiZulu, and Afrikaans.

12 Aug, 09:00–12:00, Javett Auditorium or online.

Info: www.dsfsi.co.za/blog/library...

RSVP: up-za.libcal.com/event/14796230

11.07.2025 06:43 👍 0 🔁 0 💬 0 📌 0
Preview
Cross-lingual embedding methods and applications: A systematic review for low-resourced scenarios The field of Natural Language Processing (NLP) has achieved significant success in various areas, such as developing large-scale datasets, algorithmic…

Updated paper link 🖇️ www.sciencedirect.com/science/arti...

01.07.2025 17:32 👍 0 🔁 0 💬 0 📌 0
Sign in - Google Accounts

🎧 Also, check out the NotebookLM podcast for broader reflections on language and inclusion in tech.
🔗 notebooklm.google.com/notebook/0f0...

01.07.2025 17:27 👍 0 🔁 0 💬 1 📌 0