IndabaX Ghana 2025 has concluded!
Here’s a concise recap of key highlights,
memorable talks, and actionable insights that shaped our community’s journey.
Theme: From Skills to Impact: Empowering Ghana's Data Science Evolution
Purpose: Knowledge‑sharing, networking, and empowerment of Ghana’s AI/Data
community.
Foundational & advanced expert‑led sessions.
Hands‑on sessions exploring ML/AI tools.
Interactive discussions on ethics, policy & trends.
Explore our multi-day program, packed with keynotes, deep-dives, community events, and collaborative learning.
View/Download the full agenda: PDF / Open Here
Download Program Brochure here: PDF / Open Here
Time | Activity | Details |
---|---|---|
08:00–09:00 | Registration Desk Opens + Mentorship | — |
09:00–09:05 | Opening Remarks | Dr. Augustine Denteh |
09:05–09:25 | Welcome Address | Kwabena Bamfo |
09:25–10:05 | Opening Keynote Address | Rob Floyd |
10:05–10:20 | Group Photo | MC |
10:20–11:20 | Tutorial – Teaching |
Python & ML Track • Beginner: Learning Theory: Bridging Math and ML Emmanuel Asiedu, Research Scientist (Google) — brempong@google.com Co-facilitator: Joel Osei-Asamoah — joel.osei-asamoah@alumni.ashesi.edu.gh • Advanced: Optimisation Techniques for Machine Learning Jeremiah Ishyaya, Lecturer (Academic City University) — jeremiah.a.ishaya@aims-senegal.org Co-facilitator: Toufiq Musah — toufiqmusah32@gmail.com Gen-AI & Ethical AI Track • Beginner: NLP Fundamentals (word embeddings) Clifford Mills — millsclifford10@gmail.com Co-facilitator: Joy Tari-Bagshaw — joytaribagshaw@gmail.com • Advanced: Leveraging LLMs for Text Generation & Summarization Nana Sam — nanayeb34@gmail.com Co-facilitator: Audrey Agbeve — audreyagbeve02@gmail.com |
11:20–11:30 | Break | — |
11:30–12:30 | Tutorial – Teaching |
Python & ML Track • Beginner: Learning Theory: Bridging Math and ML Emmanuel Asiedu — brempong@google.com; Co: Joel Osei-Asamoah — joel.osei-asamoah@alumni.ashesi.edu.gh • Advanced: Optimisation Techniques for Machine Learning Jeremiah Ishyaya — jeremiah.a.ishaya@aims-senegal.org; Co: Toufiq Musah — toufiqmusah32@gmail.com Gen-AI & Ethical AI Track • Beginner: NLP Fundamentals Clifford Mills — millsclifford10@gmail.com; Co: Joy Tari-Bagshaw — joytaribagshaw@gmail.com • Advanced: LLMs for Summarization Nana Sam — nanayeb34@gmail.com; Co: Audrey Agbeve — audreyagbeve02@gmail.com |
12:30–14:00 | Lunch Break | — |
14:00–15:00 | Tutorial – Exercise |
Python & ML Track • Beginner: Learning Theory: Bridging Math and ML — same facilitators as above • Advanced: Optimisation Techniques for ML — same facilitators Gen-AI & Ethical AI Track • Beginner: NLP Fundamentals — same facilitators • Advanced: LLMs for Summarization — same facilitators |
15:00–16:45 | Panel Discussion | The AI Paradox: How LLMs Empower & Endanger Society |
16:45–17:00 | Spotlight Talks | Five rapid-fire 10-min presentations |
17:00–17:10 | Closing Remarks | — |
Time | Activity | Details |
---|---|---|
08:00–09:00 | Registration Desk Opens + Mentorship | — |
09:00–10:00 | Tutorial – Teaching |
Python & ML Track • Beginner: Intro to Python — Eugene Tettey Ayerkain (ugeneayerkain@gmail.com); Co: Rahmat Akintola (akintolarahmah@gmail.com) • Advanced: Intro to PyTorch — Joshua Otis (joshuaotis41@gmail.com); Co: (to be filled) Gen-AI & Ethical AI Track • Beginner: NLP Fundamentals — Alex Quao (lxquao@gmail.com); Co: Adobea Essien (reginaessien83@gmail.com) • Advanced: Fine-Tuning LLMs — Jesse Kayenpono Han-Naa Murah (jkhnmurah@gmail.com); Co: (to be filled) |
11:20–11:30 | Break | — |
11:30–12:30 | Tutorial – Teaching | Same as 09:00–10:00 block (repeat) |
12:30–14:00 | Lunch & Poster Presentations | — |
14:00–15:00 | Tutorial – Exercise | Same four tracks (hands-on practice) |
16:00–18:30 | Workshops | Various advanced workshops (see Workshop section) |
18:30–18:45 | Closing Remarks | — |
Time | Activity | Details |
---|---|---|
08:00–09:00 | Registration Desk Opens + Mentorship | — |
09:00–09:10 | Opening Remarks | — |
09:10–09:50 | Keynote Address | Ing. Patricia Obo-Nai, CEO Telecel Ghana |
09:50–10:50 | Tutorial – Teaching |
Python & ML Track • Beginner: Regression & Classification Models — Precious Darkwa (Preciousdarkwa1@gmail.com); Co: Gertrude Abagale (gertrude.kaneah.abagale@gmail.com) • Advanced: Deep Learning for Medical Imaging — Joshua Tettey (Joshuatettey049@gmail.com); Co: Erica Akanko (eakanko15@gmail.com) Gen-AI & Ethical AI Track • Beginner: Foundational NLP — Nana Kwame (felix.akwerh@knust.edu.gh); Co: Adwoa Bremang (adwoabremang@gmail.com) • Advanced: Designing Fair ML Algorithms — Angel Gabriel Addaamabiik (adaambiikgabz45@gmail.com); Co: Deborah Kanubala (dkanubala@aimsammi.org) |
10:50–11:00 | Break | — |
11:00–12:00 | Tutorial – Teaching (repeat) | Same as 09:50–10:50 block |
12:00–13:30 | Lunch Break | — |
13:30–14:30 | Tutorial – Hands On | Same four tracks (hands-on practice) |
14:30–14:40 | Break | — |
14:40–15:25 | Invited / Sponsor Talks | — |
15:25–15:40 | Award Presentation | — |
15:40–16:00 | Closing Remarks | — |
16:00–00:00 | Closing Party | Courtyard |
Programs Lead
Programs Co‑Lead
Logistics Lead
Logistics Co‑Lead
Applications & Selection Lead
Applications & Selection Co-Lead
Sponsorship Lead
Communications Lead
Communications Co‑Lead / Graphic Designer
The team behind IndabaX Ghana 2025
# | Name |
---|---|
1 | Delali Agbenyegah |
2 | Augustine Denteh |
3 | Aseda Addai‑Deseh |
4 | Deborah Dormah Kanubala |
5 | Salomey Osei |
6 | Elvis Agbenyega |
7 | Atsu Daniel Agbenyega |
8 | Naa Lamle Boye |
9 | Joshua Atsu |
10 | Flovianey Elion Silulu |
11 | Eric Opoku |
12 | Ubaida Abdulai |
13 | Michael Inyanabi |
14 | Samuel Kwadwo Amedi |
15 | Linda Davor |
16 | Nana Kojo Yaah‑Nyarko |
17 | Johnnie Oduro Jnr |
18 | Elisha Elikem Senoo |
19 | Amina Salifu |
20 | Frederick Minta |
21 | Jude Nyamekye Koomson |
22 | Joy Zialesi Atokple |
23 | Frimpong Yeboah Nathaniel |
24 | Godwin Kofi Klutse |
25 | James Owusu Appiah |
26 | Joseph Sa‑Ambo |
27 | Joshua Richardson Owusu |
28 | Julius Boakye |
29 | Celestine Adom‑Tetteh |
30 | Nnaa‑Piam Alhassan |
31 | Kwabena Bamfo |
32 | Charles Adjetey |
33 | Oheneba Dade |
34 | Felicity Kuwornoo |
Meet the experts leading our in-depth tutorial sessions.
Machine Learning Engineer
MinoHealth AI Lab
Data Scientist
KNUST
Biomedical Research Assistant
KCCR
Dealer Operations Analyst
Autochek Africa
MSc Computer Science Student
University of Ghana
Research Support Staff
Ashesi University
Technical Support Mentor
MEST Africa
Data Scientist
Independent
Data Science Instructor
Blossom Academy
Backend Engineer
CogniX
Freelance
Investment Intelligence Analyst
Teleperformance SE
Research Assistant
KCCR
Meet the voices that will guide you through GDSS 2025.
Joy Tari-Bagshaw is a Software Engineer, Developer Advocate, and Community Leader passionate about the transformative power of AI and technology. As the first female Google Developer Student Club Lead at her university, she’s driven tech inclusivity, digital empowerment, and AI literacy across diverse communities.
Kwabena A. Bamfo teaches and mentors in Computing, Data Structures, Data Science, and AI. With degrees from Ashesi University and France’s UTBM, he champions problem-based learning and applies AI to solve local and global challenges.
Our sessions are grouped into two tracks: Fundamentals & Mastery.
Brochure available here
Core courses in Python Programming & Machine Learning for all levels.
Advanced topics: Generative AI, Responsible & Ethical AI applications.
08:00 AM Registration & Opening Remarks by Delali Agbenyegah & Dr. Augustine Denteh, PhD.
09:00–10:00 Keynote by Dr. Rob Floyd: an exploration of AI for global good and policy frameworks.
10:05 Group Photo to capture the start of our Summit.
Lunch & Networking (12:30–13:30), then hands-on exercises reinforcing morning lessons (13:30–15:00).
The AI Paradox: How LLMs Empower and Endanger Society (15:15–16:15) with leading experts.
Spotlight Talks (16:30–17:30): five 10-minute rapid presentations on cutting-edge research & applications.
Closing Remarks for Day 1 (17:30–18:00).
08:00 AM Registration & Open Mentorship Session—connect one-on-one with senior data scientists.
11:20–11:40 Break, then second round of tutorials (11:40–13:00) with fresh examples.
Lunch & Poster Presentations (13:00–14:30): Explore student and researcher posters.
Hands-On Exercises (14:30–16:00): Deep dive into advanced toolchains and deployments.
Workshop Session (16:00–18:30): Immersive, project-based exploration led by industry experts.
08:00 AM Registration & Final Mentorship Round.
09:00–09:10 Opening Remarks and overview by Summit Chairs.
09:10–10:00 Keynote by Ing. Patricia Obo-Nai: “Connecting Communities through 5G & AI.”
12:00–13:30 Lunch & Hands-On across all tracks.
13:30–14:30 Sponsor Talks showcasing AI startups and industry solutions.
15:25 Awards Presentation—recognizing outstanding contributions.
15:40 Closing Remarks & Summit wrap-up.
16:00–18:00 Closing Party—network, celebrate, and unwind!
Meet our distinguished keynote speakers and their topics.
Director for Innovation & Digital Policy, ACET
Time: Day 2, 09:00–10:00
Talk: “We Better Get This Right: Data Science and the Future of Economic Development”
CEO, Telecel Ghana
Time: Day 1, 09:00–10:00
Talk: “From Skills to Impact; Empowering Ghana's Data Science Revolution”
Explore our deep-dive discussion on “The AI Paradox.”
Moderator: Adiza Alhassan (kuburatuadiza5@gmail.com)
Blaise is a tech and public policy researcher with a background in development planning, software...
Policy-focused digital transformation specialist with experience driving inclusive digital innovatio...
Joycelyn Otchere is a Data Analyst, Co-founder of Kixara, an AI product startup and the Training Pro...
TLDR: Abigail Annkah is a Google AI Research Engineer in Ghana whose work has focused on improving...
Dr. Jean-Michel Amath Sarr completed his PhD in computer science focusing on neural networks at Chei...
Asiedu Ansu is a seasoned data and analytics leader with over 20 years of experience driving value a...
Guiding the discussion on “The AI Paradox.”
Adiza Alhassan is a seasoned Research & Innovation Officer at Ghana Water Limited, dedicated to advancing technological frontiers. She champions women in tech as Programs Co-Lead at Divas in AI and Women Tech Makers Ambassador (Accra). A mentor in web development and AI, she serves as Vice President at YouthinAI while pursuing an MSc in Artificial Intelligence. Beyond tech, she’s an avid literature enthusiast, fostering community through shared insights.
Explore hands-on sessions and deep-dive abstracts.
Title | Speakers | Description | |
---|---|---|---|
AI Sandbox Exercises & Policy Models |
|
Tools for developing responsible & ethical AI in economic policymaking. | |
Understanding Multimodal Language Modeling |
|
Fusing vision into language: build & fine-tune Vision-Language Models. | |
Statistical Inference with Python |
|
A beginner’s guide to drawing conclusions from data using Python. | |
Practical Computer Vision |
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From prototyping to production with OpenCV, TensorFlow & PyTorch. | |
Conversational AI Made Simple |
|
Building chatbots with Python, Hugging Face & Streamlit. | |
TB Data Verification & IPS Proof of Concept |
|
Generating TB-specific International Patient Summaries (IPS). |
10 Poster presentations & 5 Spotlight talks
Name | Abstract Title | Poster | Spotlight | |
---|---|---|---|---|
Amina Salifu | CNN-Based Accent Similarity Detection Using Masked Spectrogram Reconstruction | |||
Elvis Mwinsome Sobiesuo | Knowledge of AI use and Prediction of AI Adoption among selected residents in the Greater Kumasi Area of Ghana | |||
Julius Adinkrah | A Hybrid Deep Learning-Based Stochastic Bottom-up Framework for Enhancing Electricity Demand Prediction in Rural Electrification | |||
Albert Dede | WaveNet: Efficient High-Resolution Image Classification Using Wavelet-Domain Inputs | |||
Jackline Mireku | From Limited Contexts to Rich Data: Elevating Twi NLP through Diverse and Verified Datasets | |||
Eric Komla Anku | Clinical Weight Prediction Using Machine Learning: A Study in a Ghanaian Tertiary Hospital | |||
Matthew Cobbinah | Attn-DeCGAN: Enhancing Mode Diversity and Structural Fidelity in CycleGAN for Medical Image Translation with Attention Mechanisms | |||
Victoria Mends | An Interpretable Machine Learning Framework for Accurate Stroke Prediction with a User-Friendly Frontend Interface | |||
Dan Gyinaye Poku | A cloud-native, ML application to predict respiratory health outcomes in response to air quality, climate and epidemiological datasets in Accra, Ghana | |||
Kobena Badu Enyam | A Wavelet-Enhanced Transformer-LSTM-PSO Framework for Streamflow Forecasting in the Lower Pra Basin |
Meet our innovators on site
Startup Name | Brief Description | Team (★ = Founder, ☆ = Member) |
---|---|---|
Diaload Limited | Diaload is an AI-enabled platform that helps mobile app developers test their apps with real people on real devices. Our ML models analyze crash reports and in-app behavior to generate actionable insights. | ★ Ezekiel Sebastine ☆ Vanessa Asomah |
BoaMe AI | Fintech startup revolutionizing financial inclusion for Ghana’s retail SMEs via AI-driven alternative credit scoring and integrated blockchain-based financial records. | ★ Vanessa Asomah ★ Selasi Mensah ★ Keren Grant |
Ziaman | We provide our clients AI solutions across industries, from data pipelines to custom ML deployments. | ★ Isaac Ohene ★ Climet Owusu ★ Hammond Obeig ★ Siaw Mondof ★ Margaret Fukum |
M’Ayaresa | Research-driven health tech startup powering our AI-HIMS to streamline hospital operations and patient data management. | ★ Jochebed Afua Basil ★ Delali Apoh ★ Nathaniel Adika |
eHealth Solutions Limited | Linking doctors & patients for swift care: book consultations, find hospitals, meds, articles & ambulances in one place. | ★ Fredrick Dankwah ★ Kwadwo Omari Boateng |
Life Line NGO | Bridging healthcare gaps through innovation and community outreach across Ghana. | ★ Kangberee Jonas ★ Mohammed Asherif ★ Clement Nurongnaa |
Flatbuffer | A lifestyle brand for developers—high-quality mugs, tees, stickers, and more inspired by code, creativity, and caffeine. | ★ Ezekiel Sebastine |
NaiKruah Analytics | Data-driven solutions: analytics, visualization, ML models & training programs that turn complexity into clarity. | ★ Julateh K. Mulbah ★ Romeo Quoi |
Our expert panel ensuring the highest quality of submissions
Full Name | Email Address | Role & Current Affiliation |
---|---|---|
Alidu Abubakari | a.alidu@campus.unimib.it | PhD Student, University of Milano Bicocca |
John Kamwele Mutinda | jkmutinda@aimsammi.org | PhD Student |
Elie Mulamba | emulamba@aimsammi.org | University Lecturer, University of Kinshasa |
Daniel Kwame Amissah | damissah002@st.ug.edu.gh | Researcher, University of Ghana |
Eunice Hogba | eunicehogba@gmail.com | Data Analyst, Teleperformance |
Erica Akanko | eakanko15@gmail.com | Student, University of Ghana |
Juliet Ami Kwadzodeh | digitalnursegh@gmail.com | Secretary, West Africa Postgraduate College of Nurses & Midwives |
Colleen Farrelly | cfarrelly786@gmail.com | Chief Mathematician, Post Urban Ventures; Advisor, Candlesticks Investment |
James Afful | affulj@iastate.edu | Graduate Research Assistant |
Matthew Cobbinah | matthewcobbinah93@gmail.com | PhD Candidate, Kwame University of Science & Technology |
Kwesi Cobbina | kcobbina@umd.edu | Lecturer, Academic City University |
Hillary Kirui | hillarykibetkirui@gmail.com | Machine Learning Engineer, Germany |
Prince Mireku | mirekuprince23@gmail.com | Research Intern, North Dakota State University |
Martin Doe | mdoe@vvu.edu.gh | PhD Candidate & Lecturer, Valley View University |
Logo | Name of Sponsor | Brand Guidelines | Sponsorship Tier |
---|---|---|---|
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Blossom Academy | Download PDF | Nyame Nti |
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NVIDIA | NVIDIA Brand Guidelines | Nyame Nti |
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Google Brand Guidelines | Gye Nyame | |
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MTN |
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Sankofa |
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STEMAIDE | — | Nyame Nti |
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Kweku Tech | — | Media Partner |
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Maverick Research | — | Nyame Nti |
Note: “Nyame Nti,” “Gye Nyame,” “Sankofa,” and “Media Partner” indicate sponsorship tiers.
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