NMU

Nelson Mandela University · 2020–2024

THE EDUCATION

THAT BUILT THE ENGINEER

“Three qualifications. Nine certificates. One year of code. And an ancestral knowing that none of this was coincidence.”

15
Distinctions
3
NMU Qualifications
9
Certificates
8+
Live Apps Built

The Moment

This is what 15 distinctions looks like.

Nanda at Advanced Diploma graduation · Nelson Mandela University 2024

NQF LEVEL 7 · 2024

Advanced Diploma · Business Management

Nanda at Diploma graduation · Nelson Mandela University 2023

NQF LEVEL 6 · 2023

Nanda with family at Diploma graduation

The family who made it possible.

Diploma graduation second photo

Diploma · 2023

Nanda and mom at graduation

With Mama.

Advanced diploma graduation second photo

Adv. Diploma · 2024

Diploma Graduation · NQF Level 6 · 2023

Advanced Diploma Graduation · NQF Level 7 · 2024

I · The Hall · Formal Qualifications

Where systems thinking was built.

NQF Level 5 · Nelson Mandela University

Higher Certificate in Business Management

This is where systems thinking was born.

Operations Management · Financial Literacy · Marketing Fundamentals · Business Communication · Entrepreneurship Basics

The entrepreneurship modules became the pricing philosophy. The financial literacy became the AdminOS ZAR token budget architecture. Every line of code has this degree in its DNA.

→ IN THE CODE:Entrepreneurship module → Mirembe Muse (Pty) Ltd incorporated.

2020

NQF Level 6 · Nelson Mandela University

Diploma in Business Management

Three years of strategic operations, the layer below the code.

Strategy · Operations Management · Financial Management · Human Resource Management · Marketing Research · Business Ethics

Operations management thinking is why every Mirembe Muse app has audit logging, rate limiting, and documented handoff protocols. This degree is the architecture under the architecture.

→ IN THE CODE:Operations Management → AdminOS immutable audit log. Business Ethics → POPIA compliance day one.

2021–2023

15 DISTINCTIONS

NQF Level 7 · Nelson Mandela University

Advanced Diploma in Business Management

The final academic layer, 15 distinctions across all three qualifications combined.

Advanced Strategy · Research Methods · Entrepreneurship Development · Corporate Governance · International Business

Strategic management frameworks are directly embedded in how Mirembe Muse is structured: eight apps, three mobile apps, one infrastructure, horizontal productisation. This is the business brain behind the code.

→ IN THE CODE:Advanced Strategy → 8-product horizontal architecture. Corporate Governance → per-tenant data isolation, RLS at privilege level.

2024

Featured Article

“Management graduand finds calling in writing”

Nelson Mandela University · 135,000+ followers

–

Featured in Nelson Mandela University communications, 135,000+ followers

–

Recognised for academic excellence across three consecutive qualifications

–

Named as a graduand who found her calling while studying Business Management

–

Cited as an example of the intersection between academic rigour and creative expression

Read the article on LinkedIn

Currently enrolled · 2026 cohort

FNB App Academy

University of Johannesburg, Johannesburg Business School Centre for Entrepreneurship

Free, online, nine weeks, twice a week. The 2026 intake is the first to run with UJ’s Business School, which co-developed the curriculum and provides the academic oversight, the entrepreneurship teaching and the employability support.

I

Beginner

JavaScript fundamentals and React, software development foundations, GitHub and collaboration, and the principles of UX design.

II

Intermediate

Working with dynamic data, and building TaskMate, a real task-management application rather than an exercise.

III

Advanced

Professional development technique, modern tooling, and how a digital product actually gets launched and promoted.

35,000+

young people through the 2025 programme

50,000+

the 2026 national target

9 weeks

twice a week, fully online

R0

open and free, across the continent

The certificate is endorsed by the Johannesburg Business School Centre for Entrepreneurship. It is not currently an NQF qualification, unlike the three above it on this page, and it is listed here as what it is: a structured, industry-aligned programme she chose to sit after already shipping eight products.

Leadership

NMU Student Leadership Programme

Selected from hundreds of students across Nelson Mandela University, Nanda's leadership cohort was built around one conviction: that the next generation of African leaders would need both vision and the infrastructure to execute it. She brought both.

WHAT IT BUILT

The ability to hold the full picture: team, system, community, and consequence, simultaneously.

CODE

The Code Arc · Jul 2025 → Jun 2026

ONE YEAR.

SIX TECHNOLOGY JUMPS.

The degree built the discipline. The code proved it. Here's what twelve months of learning in public actually looks like.

Jul 2025

First line of code

HTML · CSS · JavaScript

YouTube Clone, MoodCast Weather App

SheCodes Basics · Jul 2025 ✓

Sep 2025

First production app shipped

Next.js · TypeScript · Supabase · PayFast

Cortex Hub, GreenVault eCommerce

Oct 2025

Geospatial + real users

Mapbox · PostGIS · Expo (web) · Complex data models

True Access v1, PoetryTube

Jan 2026

AI engineering begins

Claude Sonnet + Haiku · Prompt caching · Multi-agent

VarsityOS (Nova AI) · StokvelOS

Master Generative AI · Dec 2025 ✓

Mar 2026

Enterprise-grade architecture

Inngest · Upstash Redis · WhatsApp API · RLS at scale

AdminOS · K53 Drill Master · WatchSankofa

SheCodes Plus · Feb 2026 ✓

Jun 2026

15-wing AI OS + mobile co-founder

Expo SDK 52 · RAG · Redis inter-wing signals · iOS/Android

JarvisOS · Sanyu Botanicals · True Access v2

2026

Back into a classroom, on purpose

JavaScript · React · GitHub · UX foundations · product launch

FNB App Academy, University of Johannesburg Business School

In progress ✓

RESULT:

8+ live apps3,000+ commits15 AI wings (JarvisOS)3+ paying clientsMirembe Muse (Pty) Ltd

The Honours Hall

Every certificate, hung where you can read it.

Hung by weight, not by count: the three university qualifications above, then the path that taught her to code, then the cabinet of short courses. Lift any document off the wall to read it in full, where the issuer offers verification, the seal links straight to it.

II

The Path

SheCodes · July 2025 to February 2026, three steps

  1. Step 1 · Basics · Jul 2025

    Introduction to Coding

    The first line of code. HTML, CSS, JavaScript and VS Code, taught by the SheCodes founder.

  2. Step 2 · Basics Add-on · Jul 2025

    Introduction to Web Development

    Three weeks later: from writing code to building pages that live on the web.

  3. Step 3 · Plus · Feb 2026

    Web Development

    Certified on 26 February 2026. The K53 Drill Master repository opened the next morning.

III

The Cabinet

Short courses · one shelf per issuer

Great Learning · 4

  • ChatGPT for Business Communication

    Aug 2025 · verifiable

  • Affiliate Marketing

    Aug 2025 · verifiable

  • Hands-On with Google AI Studio

    Aug 2025 · verifiable

  • Master Generative AI

    Dec 2025 · verifiable

Canva Design School · 2

  • Graphic Design Essentials

    Sep 2025

  • The Field Guide to Human-Centered Design

    Sep 2025

The Ledger · learning, drawn against shipping

She did not stop building to study. Here is the proof, week by week.

Each bar is one week of commits, 3,085 across the 12 repositories the Forge measures, straight from GitHub. Each pin is a certificate from the Hall above. Hover or tab through the pins to read them.

Weekly commits with certificate completion datesWeekly commit counts from 17 August 2025 to 11 August 2026, peaking at 345 commits in a week. Certificates: Introduction to Coding, 1 July 2025; Introduction to Web Development, 22 July 2025; ChatGPT for Business Communication, 19 August 2025; Affiliate Marketing, 23 August 2025; Hands-On with Google AI Studio, 27 August 2025; Graphic Design Essentials, 29 September 2025; The Field Guide to Human-Centered Design, 30 September 2025; Master Generative AI, 13 December 2025; Web Development, 26 February 2026.BEFORE MEASUREMENTWeek of 17 August 2025: 0 commitsWeek of 24 August 2025: 0 commitsWeek of 31 August 2025: 0 commitsWeek of 7 September 2025: 0 commitsWeek of 14 September 2025: 0 commitsWeek of 21 September 2025: 0 commitsWeek of 28 September 2025: 0 commitsWeek of 5 October 2025: 0 commitsWeek of 12 October 2025: 0 commitsWeek of 19 October 2025: 2 commitsWeek of 26 October 2025: 13 commitsWeek of 2 November 2025: 1 commitsWeek of 9 November 2025: 0 commitsWeek of 16 November 2025: 0 commitsWeek of 23 November 2025: 11 commitsWeek of 30 November 2025: 13 commitsWeek of 7 December 2025: 8 commitsWeek of 14 December 2025: 0 commitsWeek of 21 December 2025: 0 commitsWeek of 28 December 2025: 0 commitsWeek of 4 January 2026: 0 commitsWeek of 11 January 2026: 0 commitsWeek of 18 January 2026: 7 commitsWeek of 25 January 2026: 4 commitsWeek of 1 February 2026: 8 commitsWeek of 8 February 2026: 60 commitsWeek of 15 February 2026: 13 commitsWeek of 22 February 2026: 5 commitsWeek of 1 March 2026: 29 commitsWeek of 8 March 2026: 37 commitsWeek of 15 March 2026: 22 commitsWeek of 22 March 2026: 120 commitsWeek of 29 March 2026: 59 commitsWeek of 5 April 2026: 48 commitsWeek of 12 April 2026: 73 commitsWeek of 19 April 2026: 44 commitsWeek of 26 April 2026: 46 commitsWeek of 3 May 2026: 11 commitsWeek of 10 May 2026: 49 commitsWeek of 17 May 2026: 108 commitsWeek of 24 May 2026: 94 commitsWeek of 31 May 2026: 73 commitsWeek of 7 June 2026: 48 commitsWeek of 14 June 2026: 303 commitsWeek of 21 June 2026: 306 commitsWeek of 28 June 2026: 266 commitsWeek of 5 July 2026: 270 commitsWeek of 12 July 2026: 255 commitsWeek of 19 July 2026: 345 commitsWeek of 26 July 2026: 190 commitsWeek of 2 August 2026: 104 commitsWeek of 9 August 2026: 40 commitsJul2025AugSepOctNovDecJan2026FebMarAprMayJunJulAug123456789
Commits per week The Path (SheCodes) The Cabinet

Measured 11 August 2026. GitHub keeps 52 weeks of weekly activity, and the Forge measures the production repositories, her earliest SheCodes projects live elsewhere. So the hatched stretch is marked as unmeasured rather than drawn as weeks of nothing.

Where the Degree Became Code

Business school, architecture decisions.

Every subject that seemed abstract became a concrete decision in production code. Choose a module and follow its thread.

  • → in the code

    AdminOS immutable audit log, UPDATE and DELETE revoked at database privilege level, not application layer.

From Campus to Codebase

See how the academic foundation translated into real work experience.

View Work Experience →

“The degree taught me to think in systems. The code taught me to build them. The distinction between the two collapsed somewhere around my 200th commit.”

Nandawula Regine Kabali-Kagwa

ONE
YEAR

ONE YEAR.

EIGHT APPLICATIONS.

ONE VISION.

Business Management taught her how organisations work.
Code taught her how to rebuild them.