Make sense of a small business sales file
Clean the data, compare products and months, and explain one decision the owner could make.
Mentorship
Data & AI mentorship. Build a project you can explain.
From Nairobi, Kenya, with projects grounded in African business contexts.
Pick a tool, a topic, or both. Tell us what you want to build. We review your goals before confirming your place, sessions, and price.
Send your tool or topic on WhatsApp. We review your goal before confirming sessions and price.
Mentorship voices
In their own words.
Wholesome! I got the opportunity to learn more and gain practical insights to kick-start my data career.”
Ezra makes learning fun and engaging. If he were a lecturer, no student would want to miss his classes. What I admire most is how he challenges us to solve African problems with African solutions, inspiring us to move from learners to builders and innovators.”
It is truly amazing how Ezra dedicates his time to mentoring newcomers in the industry. His training session on AI agents was a standout moment for me; it really put things into perspective and made me realize just how much work and learning I have ahead of me.”
Ezra’s hands-on coaching strengthened my Python, Tableau, Power BI, Excel, data modeling, and n8n skills. I now deliver more accurate, executive-ready analytics and have made real progress toward becoming an industry-ready data analyst and data scientist.”
Ezra helped me move beyond building dashboards to uncovering meaningful insights, understanding trends, and turning data into actionable business decisions. His practical coaching strengthened my analytical thinking and business intelligence skills.”
The mentorship is mentee-led, with Ezra making sure everyone grasps each concept before moving to the next. The sessions are very interactive, and the projects are diverse and mimic real-world scenarios. Highly recommend.”
Our mentee community
Organizations our mentees work in.
Our mentees bring experience from different teams and industries. These are their workplaces, not Ubuntu Analytiq clients or sponsors.
DairyCore
PwC
Watu Credit
Midea
Naivas Supermarket
Standard Bank Eswatini
TIFA Research
M-Pesa Africa
Selecta One
Wananchi Telecom
Choose your focus
Start with the work you want to do.
Tool and topic choices help us match you with useful projects. You can choose both when you contact us.
Tools
ExcelPower BISQLDatabricksFabricn8n
Topics
Data AnalysisAgentic AIData ScienceBusiness Intelligence
Decision Lab project track
Build around a decision a real team needs to make.
Selected projects come from organization problems. We turn them into focused learning briefs using approved or synthetic data, so you can build, test, and explain a useful solution with mentor review.
Ask about the project trackFrom a safe brief to reviewed work
- 01Match: we review your tools, experience, and learning goal against available briefs.
- 02Build: work within the approved scope using safe data; get mentor guidance and review.
- 03Test and explain: check the result, present your decisions, and improve the work from feedback.
Project availability, sessions, and pricing are confirmed after review. Deployment is a separate organization approval step. Client data or work may only be shared in a portfolio with permission.
See how organizations bring a problemIllustrative learner briefs
The project is where the learning becomes visible.
These examples show the shape of a learner project. We agree your actual brief after reviewing your goal and level.
Build a reporting view people can use
Define a few useful measures, build a readable dashboard, and explain what needs attention.
Answer a business question from raw tables
Write and explain queries that turn orders, customers, or operations data into a clear finding.
Map and build a small AI workflow
Connect a trigger, approved data, and a review step; explain where a person should stay in control.
Choose your support
Three clear ways to grow.
Project Practice
Build independently with a project brief, dataset, and worked solution after your attempt.
- Project brief and dataset
- Submission space
- Worked solution after submission
Price and session count confirmed after review.
Ask about Project PracticeMentor Walkthrough
Build the project, then work through it in a scheduled group session with a mentor.
- Everything in Project Practice
- Group walkthrough
- Live questions
Price and session count confirmed after review.
Ask about Mentor WalkthroughBuild & Present
Present your solution and receive personal feedback on your work and explanation.
- Everything in Mentor Walkthrough
- Personal project review
- Solution presentation and feedback
Price and session count confirmed after review.
Ask about Build & PresentPeople behind the guidance
Meet the mentors featured by Ubuntu.
The right reviewer depends on your chosen project and availability. Mentor participation is confirmed with your offer.
Jacktone Etemesi
Senior Data Scientist
Guides learners through Python analytics, SQL, business questions, and portfolio-ready project reviews.
Ezra Muinde
Data & AI Engineer
Helps learners turn everyday data into decisions, dashboards, AI-assisted workflows, and practical portfolio projects.
Amina Wanjiku
BI Lead
Supports analysts moving from spreadsheet reporting into executive-ready Power BI dashboards and KPI systems.
Brian Otieno
Analytics Data Engineer
Guides learners on SQL, clean data models, analytics tables, and the handoff between databases and BI tools.
Njeri Kamau
Finance Analytics Specialist
Helps finance teams turn cashflow, budget, and P&L questions into reliable models and clear recommendations.
Samuel Kiptoo
Machine Learning Engineer
Coaches Python learners through modelling basics, evaluation, feature thinking, and portfolio-ready notebooks.
How it works
We review your goal before agreeing the offer.
- 1Tell us your tool or topic and the work you want to learn.
- 2Share your goal, experience, preferred project, and availability.
- 3We review the request and confirm the scope, sessions, and price.
- 4Once approved, we explain payment, project access, and how to submit your work.
More ways to work together
Full mentor package
Want ongoing sessions with one mentor? Mention this in your request. We will confirm the number of sessions and a separate price.
Custom group mentorship
For teams or communities with a shared goal. Tell us your group size and focus; we will shape a tailored programme.
Ask about a group programme on WhatsApp