CMIS AI Decision Support
AI system in CMIS that identifies interrupted-in-treatment patients, with a privacy-preserving AI assistant for Power BI dashboards.
Software and systems engineer building AI-enabled health data tools, from CMIS decision support and Power BI dashboards to full-stack web apps and PLC systems.
✦ That’s a real-scale model of the Milky Way behind me — explore it18
projects built
45
technologies used
9
domains, from e-commerce to industrial
Featured work
Real products for real users. Open any one for the full story.
AI system in CMIS that identifies interrupted-in-treatment patients, with a privacy-preserving AI assistant for Power BI dashboards.

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About
I’m a full-stack developer based in Eswatini. I started in industrial systems — programming Siemens PLCs, building SCADA dashboards and 3D-printing solutions for hospital IT at The Luke Commission — and now build web products at Synapse Digital.
That mix shapes how I work: I care about software that keeps running on patchy connections and in busy workplaces, and I like making it fast and pleasant to use.
Skills
Technologies that appear in my projects link straight to the work that used them.
Experience
Feb 2026 – Sep 2026
Palladium: Make It Possible
Built an AI system in CMIS that identifies patients who have interrupted treatment, to prioritise follow-up
Designed an AI assistant for the Power BI dashboards: an MCP tool turns users’ questions into DAX queries and returns processed results, so the model never has database access
Returned aggregated, processed data only, keeping personally identifiable information out of AI responses
Worked on the SQL Server data layer, APIs and architecture, with Azure, .NET, AngularJS and Apache Superset
Jan 2025 – present
Synapse Digital
Build and ship full-stack web applications end to end
Turn designs into responsive, accessible interfaces
Integrate third-party APIs and payment/mapping services, and apply AI to analyse data and automate processes
Manage projects and web design work from requirements to delivery
May 2023 – Sep 2025
The Luke Commission, Sidvokodvo, eSwatini
Managed critical healthcare systems, including EMR integrations with medical devices and dashboards
Designed an Oxygen Plant dashboard (SCADA Ignition) that improved product-gas quality monitoring
Programmed Siemens PLCs in TIA Portal and integrated Profinet slaves
Built OutSystems applications for organisational processes
Created custom 3D-printed solutions for hospital IT settings
Freelance
YukiSoft
Developed Android applications as a freelance developer
Mar 2022 – Dec 2022
Ka-Zakhali Private School
Developed a custom reporting system for school reports
Provided ICT support to staff and students
Taught Computer Application Technology to Grade 9–12 students
Have a project, a problem to untangle, or a role to fill? I reply within two business days.
+268 7934 2380