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  1. Learn
  2. Compare Schools and Courses
  3. Best Data Science Bootcamps in Africa (2026), Country by Country
Bonaventure OgetoBy Bonaventure Ogeto|Updated November 4, 2026

Last checked 4 November 2026

Best Data Science Bootcamps in Africa (2026), Country by Country

We verified 29 providers of data science training across Kenya, Nigeria, South Africa, Ghana, Rwanda, Egypt and online. Bootcamps cost from nothing to about KES 260,000, and master's degrees cost more. The factor that matters most is eligibility: many programmes only admit residents of their own country, so check that first.

In this article

  1. 1. Every provider side by side
  2. 2. Best for: one pick per kind of learner
  3. 3. Kenya
  4. 4. Nigeria
  5. 5. South Africa
  6. 6. Ghana
  7. 7. Rwanda
  8. 8. Egypt
  9. 9. Online across Africa
  10. 10. Who should choose them instead of us
  11. 11. How we compared, and who wrote this

Every provider side by side

One row per provider and its main programme, in the order of the country sections below. New to data work? Start with the data science career map.

Provider and programmeFormatLengthPriceNext intakePrerequisitesPortfolio or capstoneJob supportAccreditationLast checkedSource
Digital Regenesys
Data Science with AI
Online, live and self-paced6 months (24 weeks)KES 270,400; instalments offeredNot publishedNo coding neededCapstone and deployed projectsCV and LinkedIn guidanceIITPSA accreditation claimed on its global page4 November 2026Source
LuxDevHQ (Lux Tech Academy)
Data Science and Analytics
Live online or in person, Nairobi6 to 8 months, with internshipKES 50,000 online; KES 57,500 in personJanuary 2027No experience neededMonthly projects and a capstoneCV reviews, interview prep, internshipNot published4 November 2026Source
McTaba Labs
Data Science to AI Engineering
Hybrid: online on weekdays, in person in Nairobi on Saturdays5 months full time or 8 months part timeKES 140,000 (KES 120,000 upfront)11 January 2027No coding, data or maths background needed24 weekly projects and a team capstoneMock interviews and an employer demo day; no job guaranteeNo TVETA accreditation4 November 2026Source
Moringa School
Data Science Bootcamp
Hybrid or remote full time; remote part time31 weeks full time; 50 weeks part timeKES 174,000 to 200,0002 November 2026 (latest listed)Some Python; college educationTwo final projects12 months of graduate supportClaims TVETA accreditation4 November 2026Source
Ubunifu College
Data Science
Not published5 monthsKES 100,000Not publishedNot publishedNot publishedNot publishedNot published4 November 2026Source
Zindua School
Data Science Core
Hybrid or remote; part time5 months full time; 8 months part timeKES 130,000 upfront to 150,000 in 5 payments9 November (full time); 4 January (part time)No coding; STEM background recommendedWeekly projects; deployed final projectCV and interview prep; no job guaranteeNot published4 November 2026Source
Data Science Nigeria
AI Bootcamp
Hybrid; 5-day bootcamp week5 daysFree (all expenses paid)Not published (2026 ran 19 to 23 October)Qualify through a hackathon and quizHackathon projectsPartner jobs and internshipsNot published4 November 2026Source
GOMYCODE
Data Science Bootcamp
Not stated for this course20 weeks (Course Report)Not published for NigeriaNot publishedBeginners welcomePortfolio help (Course Report)Career coaching, hiring partners (Course Report)Not published4 November 2026Source
Univelcity
Data Science
Live online, small cohort12 weeksNot publishedNot current (page shows 28 September 2026)No programming neededCapstone case studyNot publishedNot published4 November 2026Source
School of IT
Data Science
Online, one-to-one live calls80 hoursR43,600 (4 x R10,900)Start any timeNot publishedNot publishedNot publishedSays internationally accredited4 November 2026Source
University of Cape Town (GetSmarter)
Data Skills Accelerator
Online, cohort-based6 months (27 weeks)$1,3841 February 2027Not publishedCapstone projectedX career network and an adviserUCT certificate of completion4 November 2026Source
Zaio Institute
Data Science Bootcamp
Live online7 monthsR32,950 upfront; R3,213 a monthTo be announcedNo experience or degree neededWeekly projects; the portfolio is the assessmentCV reviews, mock interviews; no job guaranteeNQF 4 certificate and Microsoft DP-900 (its claim)4 November 2026Source
Academic City University
MSc Data Science and Analytics
Not published2 yearsGHS 47,250 a semesterNot publishedSecond-class bachelor'sThesisVacation work placementsNot published4 November 2026Source
Blossom Academy
Data Science and AI
Hybrid full time; online part time16 weeks plus internship (full time)GHS 16,000 full time; GHS 14,000 part time25 January 2027Beginners; laptop; preworkReal-world projectsInternship of up to 6 months (full time)Not published4 November 2026Source
Generation Ghana
Data Analyst
Hybrid, weekdays14 weeksFreeNot published (cohorts coming soon)Aged 18 to 35, Greater Accra, post-school qualificationNot publishedJob access help, mock interviewsNot published4 November 2026Source
Adventist University of Central Africa (AUCA)
MSc Big Data Analytics
Evenings and weekends, blended4 semestersNot publishedNot publishedRelevant bachelor'sInternship and thesisNot publishedNot published4 November 2026Source
Carnegie Mellon University Africa
MS in Engineering Artificial Intelligence
Full time, in person, Kigali16 to 20 months$16,000 a year (African students)August; final deadline 15 JanuaryBachelor's and strong programmingSponsored projectPracticums and internshipsCarnegie Mellon University master's4 November 2026Source
University of Rwanda (ACE-DS)
MSc Data Science
Full time, day or evening24 monthsNot publishedSeptember 2026 intake (call closed)Upper second bachelor'sDissertationNot publishedUniversity of Rwanda MSc4 November 2026Source
AMIT Learning
AI and Machine Learning Diploma
Live online or on campus, Nasr City240 taught hoursEGP 19,900 online; EGP 24,900 on campus16 November 2026 (online)No data or AI experience needed20 projects including a capstonePortfolio preparation; no guaranteeClaims an accredited certificate4 November 2026Source
Digital Egypt Pioneers Initiative (DEPI)
AI and Data Science track
Not published6 monthsFreeNot publishedEgyptian students and graduatesNot publishedFreelancing coachingGovernment programme (MCIT)4 November 2026Source
German University in Cairo (GUC)
Data Science Professional Diploma
Not published2 semestersEGP 39,100 a semester (Egyptian students)Not publishedBachelor's degree and English testCapstone and portfolioNot publishedNot published4 November 2026Source
Information Technology Institute (ITI)
9-month AI and Data Science tracks
Full time, in person9 monthsFree (state scholarship)Not published (usually opens in July)Egyptian graduatesProject moduleNot publishedGovernment institute (MCIT)4 November 2026Source
Sprints
AI and Machine Learning Specialization
Online, self-paced3 monthsEGP 2,999 once or EGP 1,200 a monthStart any timeFor advanced learnersMini-projectsCV and interview kitNot published4 November 2026Source
10Alytics
Data Science with AI and Machine Learning
Instructor-led online8 months$1,250Not publishedNot publishedNot publishedNot publishedClaims ACTD accreditation4 November 2026Source
ALX
Data Science
Not published for 202722 weeks, 20 hours a week$5 a month or $49 a year (All Access)Opens 2027; 2026 enrolment closedNo programming experience neededProjects, including a deployable ML modelNot publishedALX certificate; no accreditation named4 November 2026Source
AltSchool Africa
AI-Powered Data Analysis diploma
Online, live and recorded12 months$200 upfront or $30 a monthJanuary 2027 (apply by 4 December)No degree needed; entrance testCompany capstone and 6+ projectsCareer support, hiring partner introsCalls it accredited; no body named4 November 2026Source
DataNyota
Data science bootcamp
Online, self-paced11 phasesFreeRolling applicationsBeginners welcomeCapstone with sponsor feedbackNot publishedIts own certificate4 November 2026Source
Tech4Dev Women Techsters
Data Science and AI fellowship
Not published1 yearFree (women only)Not publishedWomen from underserved communitiesNot publishedJob matchingNot published4 November 2026Source
Utiva
Data Science Bootcamp
Live online, weekends6 months$250; payment plan availableNot current (page shows 24 October 2026)Not publishedReal-world projectsCareer coaching, CV help; no job guaranteeNot published4 November 2026Source

Each row links the page its facts come from, checked on 4 November 2026. "Not published" means the provider does not publish it. Prices are in the currency each provider uses; the sections below add KES equivalents.

Best for: one pick per kind of learner

  • Career changer: Blossom Academy in Ghana or Moringa School in Kenya, for long tracks with an internship or graduate support.
  • Working professional: Utiva's weekend classes, or UCT's online short courses if a university name matters.
  • School leaver: in Kenya, a KUCCPS degree; in South Africa, Zaio's occupational certificate.
  • Budget-first: Data Science Nigeria, ITI or DEPI for their own citizens, DataNyota for anyone.
  • Needs accreditation: Zaio's QCTO-accredited occupational certificate in South Africa, or a university master's.
  • Wants a degree: Carnegie Mellon University Africa for strong programmers, or the University of Rwanda's MSc for a public-university route.

Kenyan readers comparing degrees and bootcamps should read data science degree vs bootcamp in Kenya.

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Kenya

Kenya had the most programmes we could verify. These are its full-length bootcamps (five months or more, with a published price); every other Kenyan option is in our Kenya comparison.

Digital Regenesys

A South African online school with a Nairobi office. Data Science with AI: KES 270,400; instalments offered; length 6 months (24 weeks). (Source: Digital Regenesys, checked on 4 November 2026.)

Who it suits: Working learners who want live online classes. Strengths: No coding needed to start; a deployed capstone. Limits: The highest fee here, and no intake date published.

LuxDevHQ (Lux Tech Academy)

A Nairobi school teaching live online or in person. Data Science and Analytics: KES 50,000 online; KES 57,500 in person; length 6 to 8 months, with internship. (Source: LuxDevHQ (Lux Tech Academy), checked on 4 November 2026.)

Who it suits: Beginners on a budget who want a teacher. Strengths: The lowest fee of these, plus an internship stage. Limits: No accreditation published.

McTaba Labs

The studio that publishes this guide; hybrid, with Saturdays in person in Nairobi. Data Science to AI Engineering: KES 140,000 (KES 120,000 upfront); length 5 months full time or 8 months part time. (Source: Data Science to AI Engineering, checked on 4 November 2026.)

Who it suits: Beginners who want to deploy models, not only analyse data. Strengths: Runs on to MLOps, real-time machine learning and AI engineering. Limits: First cohort starts 11 January 2027, so no graduate outcomes yet; no TVETA accreditation.

Moringa School

A Nairobi coding school with a long-form bootcamp. Data Science Bootcamp: KES 174,000 to 200,000; length 31 weeks full time; 50 weeks part time. (Source: Moringa School, checked on 4 November 2026.)

Who it suits: Career changers with most of a year to give. Strengths: A part-time option and 12 months of graduate support. Limits: Asks for some Python; its TVETA claim was unconfirmed in our check.

Ubunifu College

A Nairobi college. Data Science: KES 100,000; length 5 months. (Source: Ubunifu College, checked on 4 November 2026.)

Who it suits: Learners who will ask questions before they pay. Strengths: A published fee and length. Limits: Format, intakes and entry rules not published.

Zindua School

A Nairobi coding school with hybrid, remote and part-time tracks. Data Science Core: KES 130,000 upfront to 150,000 in 5 payments; length 5 months full time; 8 months part time. (Source: Zindua School, checked on 4 November 2026.)

Who it suits: Early starters, and evening or Saturday learners. Strengths: Intakes every two months; a deployed final project. Limits: Instalments raise the total; no accreditation published.

Nigeria

Nigeria's largest options are free, but selective or for residents only.

Data Science Nigeria

Free AI training: a selective bootcamp week, beginner sprints and the 3MTT government programme. AI Bootcamp: Free (all expenses paid); length 5 days. AI Everyday: Free; length 6-week sprints. DeepTech_Ready (data science and AI): Free; length 6 months. (Source: AI Bootcamp, AI Everyday, DeepTech_Ready (data science and AI), checked on 4 November 2026.)

Who it suits: Nigerian residents who can win a place. Strengths: Free, with partner jobs and internships for top performers. Limits: Selective or Nigeria-only; next dates not published.

GOMYCODE

A multi-country coding school; Course Report lists Lagos locations. Data Science Bootcamp: Not published for Nigeria; length 20 weeks (Course Report). (Source: GOMYCODE, checked on 4 November 2026.)

Who it suits: Beginners in Lagos who want an instructor. Strengths: Career coaching and hiring partners, per Course Report. Limits: Price and dates not published here.

Univelcity

A school in Yaba, Lagos, teaching live online in small cohorts. Data Science: Not published; length 12 weeks. (Source: Univelcity, checked on 4 November 2026.)

Who it suits: Beginners who want a short live course. Strengths: No programming needed; a portfolio capstone. Limits: Price not published; the date shown had passed.

Also checked and left out: Semicolon Africa (no data science programme).

South Africa

Several well-known South African names no longer run a data science course we could verify.

School of IT

An online school that teaches one to one over video calls. Data Science: R43,600 (4 x R10,900); length 80 hours. (Source: School of IT, checked on 4 November 2026.)

Who it suits: Learners who want private tuition and to start any time. Strengths: Prices and instalments published. Limits: An 80-hour course, not a full bootcamp.

University of Cape Town (GetSmarter)

UCT's online short courses, run with GetSmarter and edX. Data Skills Accelerator: $1,384 (about KES 179,900); length 6 months (27 weeks). Data Science with Python: $656 (about KES 85,200); length 8 weeks. (Source: Data Skills Accelerator, Data Science with Python, checked on 4 November 2026.)

Who it suits: Professionals who want a university name. Strengths: Part-time cohorts; a capstone in the longer course. Limits: Certificates of completion, not credit; priced in dollars.

Zaio Institute

An online school with a seven-month bootcamp and an 18-month occupational certificate. Data Science Bootcamp: R32,950 upfront; R3,213 a month; length 7 months. Occupational Certificate: Data Science: R58,950 year 1; R32,950 year 2; length 18 months. (Source: Data Science Bootcamp, Occupational Certificate: Data Science, checked on 4 November 2026.)

Who it suits: South Africans who want a registered qualification. Strengths: A QCTO-accredited NQF 5 certificate; the portfolio is the assessment. Limits: Its monthly and upfront prices conflict; confirm the total.

Also checked and left out: ExploreAI Academy (its sites now redirect to Sand Technologies); Umuzi (its data science page is gone); WeThinkCode_ (no data track); CodeSpace (closed).

Ghana

Ghana has one data school, one free programme and one master’s that we could verify.

Academic City University

A private university in Accra with a two-year MSc. MSc Data Science and Analytics: GHS 47,250 a semester (about KES 526,600); length 2 years. (Source: Academic City University, checked on 4 November 2026.)

Who it suits: Graduates with a second-class degree. Strengths: A thesis and vacation work placements. Limits: Intakes and accreditation not published.

Blossom Academy

An Accra data school, hybrid full time or online part time. Data Science and AI: GHS 16,000 full time; GHS 14,000 part time; length 16 weeks plus internship (full time). Data Analytics: GHS 14,000 full time; GHS 12,000 part time; length 12 weeks plus internship (full time). (Source: Data Science and AI, Data Analytics, checked on 4 November 2026.)

Who it suits: Ghanaian beginners who can pay or win a fellowship. Strengths: Up to six months of internship; a fellowship for low-income applicants. Limits: Selection weighs leadership potential.

Generation Ghana

A free data analyst programme in Accra and Kumasi. Data Analyst: Free; length 14 weeks. (Source: Generation Ghana, checked on 4 November 2026.)

Who it suits: Young Ghanaians with a post-school qualification. Strengths: Free, with job placement help. Limits: Cohorts marked coming soon; Ghana only.

Also checked and left out: Azubi Africa (its site would not load); AmaliTech (its data track has expired); Ghana Tech Lab (no data course).

Rwanda

We found no data science bootcamp in Rwanda we could verify; these three are master’s degrees.

Adventist University of Central Africa (AUCA)

An MSc in Big Data Analytics for working professionals. MSc Big Data Analytics: Not published; length 4 semesters. (Source: Adventist University of Central Africa (AUCA), checked on 4 November 2026.)

Who it suits: Graduates who need evening and weekend classes. Strengths: An internship and a thesis. Limits: Fees and intakes not published.

Carnegie Mellon University Africa

Carnegie Mellon's Kigali campus: a full-time MS in Engineering Artificial Intelligence. MS in Engineering Artificial Intelligence: $16,000 a year (African students) (about KES 2,079,200); length 16 to 20 months. (Source: Carnegie Mellon University Africa, checked on 4 November 2026.)

Who it suits: Strong programmers with a bachelor’s. Strengths: A Carnegie Mellon degree, with lower tuition for African students. Limits: Full time and in person, one intake a year.

University of Rwanda (ACE-DS)

A two-year public-university MSc with five specialisations. MSc Data Science: Not published; length 24 months. (Source: University of Rwanda (ACE-DS), checked on 4 November 2026.)

Who it suits: Graduates with an upper second. Strengths: Day or evening study. Limits: Fees not published; the 2026 window has closed.

Also checked and left out: AIMS African Master’s in Machine Intelligence (no current intake verified); Kepler (no data programme).

Egypt

Egypt pairs free state programmes for its graduates with paid online diplomas.

AMIT Learning

A Cairo training company with AI and analytics diplomas. AI and Machine Learning Diploma: EGP 19,900 online; EGP 24,900 on campus; length 240 taught hours. Data Analytics and BI Diploma: EGP 7,500 online; EGP 10,500 on campus; length 96 taught hours. (Source: AI and Machine Learning Diploma, Data Analytics and BI Diploma, checked on 4 November 2026.)

Who it suits: Learners in Egypt who want frequent start dates. Strengths: Dates every few weeks; 20 projects in the AI diploma. Limits: Accredited by professional bodies, not a university.

Digital Egypt Pioneers Initiative (DEPI)

A free programme of the Ministry of Communications. AI and Data Science track: Free; length 6 months. (Source: Digital Egypt Pioneers Initiative (DEPI), checked on 4 November 2026.)

Who it suits: Egyptian students and graduates. Strengths: Free, with freelancing coaching. Limits: Egyptians only; dates not published.

German University in Cairo (GUC)

A two-semester professional diploma for graduates. Data Science Professional Diploma: EGP 39,100 a semester (Egyptian students) (about KES 91,800); length 2 semesters. (Source: German University in Cairo (GUC), checked on 4 November 2026.)

Who it suits: Graduates in Cairo who want a university diploma. Strengths: A capstone and a portfolio. Limits: Format and dates not published.

Information Technology Institute (ITI)

A government institute's free nine-month programme. 9-month AI and Data Science tracks: Free (state scholarship); length 9 months. (Source: Information Technology Institute (ITI), checked on 4 November 2026.)

Who it suits: Recent Egyptian graduates with good grades. Strengths: Free, full time and in person. Limits: Egyptian nationals only; one intake a year.

Sprints

An Egyptian online academy with a self-paced track and a Microsoft scholarship. AI and Machine Learning Specialization: EGP 2,999 once or EGP 1,200 a month; length 3 months. Career Launchpad Scholarship: Free (sponsored); length 3 to 12 weeks by stage. (Source: AI and Machine Learning Specialization, Career Launchpad Scholarship, checked on 4 November 2026.)

Who it suits: Learners with the basics who want a low-cost track or a free place. Strengths: A low one-time price; a scholarship with no fees. Limits: The paid track is for advanced learners.

Also checked and left out: Epsilon AI (no official website found).

Online across Africa

These teach online without tying learners to one country, though some publish no eligibility rules.

10Alytics

Online classes; its site gives an address in Alberta, Canada. Data Science with AI and Machine Learning: $1,250 (about KES 162,400); length 8 months. Data Analyst: $1,250 (about KES 162,400); length 8 months. (Source: 10Alytics, checked on 4 November 2026.)

Who it suits: Learners who want instructor-led classes and can pay in dollars. Strengths: Eight months of instruction. Limits: Dates and entry rules not published.

ALX

A pan-African company; its data programmes sit inside an All Access subscription. Data Science: $5 a month or $49 a year (All Access); length 22 weeks, 20 hours a week. Data Analytics: $5 a month or $49 a year (All Access); length 7 weeks, 20 hours a week. (Source: ALX, checked on 4 November 2026.)

Who it suits: Self-starters on a tight budget. Strengths: The lowest cash cost for a structured track. Limits: Enrolment for 2026 is closed until 2027.

AltSchool Africa

Its School of Data runs a 12-month data analysis diploma. AI-Powered Data Analysis diploma: $200 upfront or $30 a month; length 12 months. (Source: AltSchool Africa, checked on 4 November 2026.)

Who it suits: Beginners without a degree. Strengths: A company capstone and six or more projects. Limits: Accreditation body not named; two start dates on one page.

DataNyota

A free, self-paced bootcamp run from Uganda. Data science bootcamp: Free; length 11 phases. (Source: DataNyota, checked on 4 November 2026.)

Who it suits: Self-starters who want a free path. Strengths: A capstone reviewed by an industry sponsor. Limits: Length and eligibility not published.

Tech4Dev Women Techsters

A free one-year fellowship for women, run by Nigeria-based Tech4Dev. Data Science and AI fellowship: Free (women only); length 1 year. (Source: Tech4Dev Women Techsters, checked on 4 November 2026.)

Who it suits: Women who can commit a year. Strengths: Free, with job matching. Limits: Track details and dates not published.

Utiva

Live online classes on weekends. Data Science Bootcamp: $250; payment plan available (about KES 32,500); length 6 months. Data Analytics Bootcamp: $150; payment plan available (about KES 19,500); length 3 months. (Source: Utiva, checked on 4 November 2026.)

Who it suits: Working learners on a budget. Strengths: Low fees and career coaching. Limits: The intake shown had passed; entry rules not published.

Also checked and left out: Power Learn Project (no data track); 10 Academy (Ethiopia residents only).

Who should choose them instead of us

  • Choose a programme in your own country if you live outside Kenya, especially a free one.
  • Choose Carnegie Mellon University Africa if you want a master's degree and can study full time in Kigali.
  • Choose Blossom Academy if you live in Ghana and want an internship built into the course.
  • Choose ALX, DataNyota or Data Science Nigeria if cost rules out any paid course.
  • Choose UCT's online courses if you need a university name on a short course.

In Kenya, the price gap is wide: from KES 174,000 to 200,000 at Moringa (Moringa School) to KES 270,400; instalments offered at Digital Regenesys (Digital Regenesys), both checked on 4 November 2026. Ours is KES 140,000, or KES 120,000 if paid in full upfront. Every Kenyan option is in the best data science courses in Kenya.

How we compared, and who wrote this

McTaba runs coding and data bootcamps in Kenya. This guide is written to be useful whether or not you ever join one.

Our founder led software engineering at Zindua School from January 2023 to February 2024.

We listed a provider only if its own site, or a named third party such as Course Report, showed a current data programme on 4 November 2026. Nothing is estimated, and KES equivalents use that day's Central Bank of Kenya rate. The full method is in how we compare schools; price changes are logged in the price tracker.

Before you pay anywhere, read whether a data science course is worth it, whether you can learn it without a maths background, how to study it while working and which data role suits you. More guides are in the data science hub. If our programme fits, the full plan is on the Data Science to AI Engineering page.

Frequently Asked Questions

Which African country has the most data science bootcamps?
Kenya had the most programmes we could verify, followed by Egypt and Nigeria. Rwanda’s options were all master’s degrees, and several South African schools had closed or dropped data science.
Can I join a Nigerian or Egyptian programme from Kenya?
Some, yes: online schools such as ALX, AltSchool and DataNyota take learners across Africa. Government programmes such as 3MTT, ITI and DEPI are only for their own citizens.
Are there free data science bootcamps in Africa?
Yes. Data Science Nigeria, ITI and DEPI in Egypt, Generation in Ghana and DataNyota online are free, though most are selective or limited to residents.
Do these bootcamps help you find a job?
Most offer CV and interview help, and some build in internships, but no honest school can promise a job. Ask for dated outcome numbers before you pay.

Learn data science on African data

KES 140,000 (KES 120,000 upfront)

Data Science to AI Engineering: 5 months full time or 8 months part time, hybrid in Nairobi. Fraud, credit and M-Pesa data from Week 1, and every model deployed. Starts 11 January 2027.

See the Data Science programme

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  • Can You Learn Data Science Without a Maths Background?
  • Data Science in Kenya: The Career Map from First Line of Python to First Job

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Bonaventure Ogeto

Bonaventure Ogeto

Founder and CEO, Mctaba Labs

Software engineer for 8+ years. He runs a Nairobi studio that ships products on M-Pesa, WhatsApp and AI, and teaches what the studio ships. He holds a BSc in Mathematics and Computer Science.

More about the author · bonaogeto.io