Portfolio: Data, AI & Automation Projects

Lix Holdings

Fintech and crypto

An end-to-end crypto platform spanning hardware monitoring and trading infrastructure.

IoT mining monitorBuilt a crypto mining IoT tool for real-time hardware insights and remote management.
Trading dashboardDeveloped a dashboard to track cryptocurrency markets, secure purchases and keep transactions running smoothly.

Public sector

Large-scale data engineering and business intelligence work, building the digital backbone for critical national social services.

System integration and data pipelinesDesigned and implemented end-to-end data pipelines for national-level systems, including NISID (National Integrated Social Information System), with dependable ingestion and processing layers across provincial and national datasets.
Case management architectureLed 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 reportingBuilt automated reporting layers that turn raw operational data into dashboards ministerial teams can act on directly.

EdTech and engineering governance

High-level architectural oversight and engineering governance for a fast-growing, multi-user platform.

Engineering governanceInstitutionalised a technical-excellence framework, replacing ad-hoc fixes with documented SOPs and blameless retrospectives to keep the codebase maintainable through rapid growth.
Architectural strategyOversaw the migration and scaling of core product architecture, prioritising cloud-native solutions built for high-concurrency student and administrative traffic.
System resiliencyImplemented monitoring and alerting systems that reduced downtime and kept the platform stable during critical intake and assessment periods.

Service provider ecosystem

A full-stack platform connecting service providers with the people who need them, built for ease of use and scale.

Platform developmentBuilt a full-stack platform with Flask (Python) and Bootstrap, giving service providers an easy way to manage profiles and track compliance requirements.
Registration and compliance enginesBuilt 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 managementArchitected relational database models for dynamic service-provider portfolios, enabling scalable matching between offerings and requester needs.

AI and automation

Modernising a digital interaction layer through AI-first development.

AI agent integrationMoved beyond traditional CRUD websites by embedding autonomous AI agents trained on organisational documentation to handle FAQs and automate administrative intake.
Website architectureBuilt for low-latency performance and modularity, with an architecture that lets AI model versions be swapped in without downtime as the agents evolved.