AI / Software Engineer · Full-Stack & Cloud Solutions · Data & AI Enablement. I design, build, and ship full-stack and AI-driven solutions on Azure using modern React / TypeScript and Python — with strong DevSecOps fundamentals.
Junior AI / Software Engineer with 3+ years of hands-on experience delivering full-stack, cloud-based, and AI-driven solutions in enterprise environments. I design, build, and deploy scalable applications using DevSecOps practices, Azure, and modern AI/GenAI technologies.
At Sasol, I lead end-to-end delivery of enterprise AI platforms — from architecture through production — building knowledge assistants and data products that improve decision-making across the business. I work across teams in South Africa and Germany to standardise AI architecture patterns and engineering practices.
I care about shipping reliable, observable software: CI/CD, security scanning with Snyk & SonarQube, and runtime monitoring with New Relic are part of every project I lead. Outside enterprise work, I tinker with RAG, agent workflows, and OCR pipelines.
A working stack across AI, full-stack development, cloud, and DevSecOps — chosen for what gets reliable software into production.
Johannesburg, South Africa
Johannesburg, South Africa
Sefako Makgatho Health Sciences University
2022 – 2023
Key modules
Research Project: Customers’ Perceptions Toward Mobile Banking Applications in Rural Areas of Limpopo.
Sefako Makgatho Health Sciences University
2018 – 2021
Majors
Nkwangulatilo Education Centre
2017
Subjects
A mix of enterprise systems, AI experiments, and side projects. More on GitHub.
Led the development of Innovation Orbit, an AI-enabled enterprise innovation management platform supporting idea generation, evaluation, and cross-team collaboration.
Retrieval-Augmented Generation system integrating vector search and LLMs — document ingestion, embeddings, grounding validation, and context-window-aware retrieval for long-document QA.
Automated auditing workflow using ML-based OCR to extract, validate, and reconcile structured data from scanned documents — improving accuracy and compliance.
Built a Django REST + React-based blogging platform with authentication and full CRUD functionality.
Machine-learning model that predicts diseases from user-reported symptoms, using data preprocessing and predictive modelling techniques.
Designed and implemented an automated admissions system to improve efficiency and reduce manual processing for university intake.
Full-stack web application supporting multi-brand product browsing, cart, and online transactions.
Earlier exploration of data rendering and visualisation techniques on the web.
This site — Next.js, Tailwind CSS, statically exported and deployed to GitHub Pages.
Microsoft
MICT SETA
Huawei
Selected participant; part of a team awarded Top Project in Africa for innovation and technical excellence.
Open to collaborations on AI, full-stack, and cloud projects — or just a good chat about engineering. The fastest way to reach me is email or LinkedIn.
Johannesburg, South Africa
References available on request.
