Selected Work & Impact
A look at the platforms, data systems and AI tools we've built for organisations across fintech, government, education and beyond.
Lix Holdings
An end-to-end crypto platform spanning hardware monitoring and trading infrastructure.
IoT Mining Monitor: Built a crypto mining IoT tool for real-time hardware insights and remote management.
Trading Dashboard: Developed a dashboard to track cryptocurrency markets, secure purchases and keep transactions running smoothly.
Department of Social Development
Large-scale data engineering and business intelligence work, building the digital backbone for critical national social services.
View Full Case StudySystem Integration & Data Pipelines: Designed and implemented end-to-end data pipelines for national-level systems, including NISID (National Integrated Social Information System), with robust ingestion and processing layers across provincial and national datasets.
Case Management Architecture: Led technical development of the Probation Case Management System and Child & Youth Care applications, building secure CRUD architectures for accurate caseload tracking and regulatory compliance.
Analytical Reporting: Built automated reporting layers that turn raw operational data into dashboards ministerial teams can act on directly.
ADEI
High-level architectural oversight and engineering governance for a fast-growing, multi-user platform.
Engineering Governance: Institutionalised a technical-excellence framework, replacing ad-hoc fixes with documented SOPs and blameless retrospectives to keep the codebase maintainable through rapid growth.
Architectural Strategy: Oversaw the migration and scaling of core product architecture, prioritising cloud-native solutions built for high-concurrency student and administrative traffic.
System Resiliency: Implemented monitoring and alerting systems that reduced downtime and kept the platform stable during critical intake and assessment periods.
Zenzele
A full-stack platform connecting service providers with the people who need them, built for ease of use and scale.
Platform Development: Built a full-stack platform with Flask (Python) and Bootstrap, giving service providers an easy way to manage profiles and track compliance requirements.
Registration & Compliance Engines: Built registration workflows with conditional logic for multiple user roles (student, teacher, service provider, parent), with backend validation that automates compliance checks before onboarding.
Service Provider Management: Architected relational database models for dynamic service-provider portfolios, enabling scalable matching between offerings and requester needs.
Global Catalyst Dynamics
Modernising a digital interaction layer through AI-first development.
AI Agent Integration: Moved beyond traditional CRUD websites by embedding autonomous AI agents trained on organisational documentation to handle FAQs and automate administrative intake.
Website Architecture: Built for low-latency performance and modularity, with an architecture supporting seamless hot-swapping of AI model versions as the agents evolved.
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