• Co-founded and architected an AI oral-exam platform that validates knowledge directly instead of relying on AI-detector/humaniser cycles. • Designed the real-time Socket.IO interface (8 core WebSocket events) and multimodal verification pipelines across voice, video, and transcription. • Integrated GPT-4o, Faster Whisper, SpeechBrain, DeepFace, Sentence Transformers, and ElevenLabs; filed the Austria patent and retain IP ownership. Skills/Tech: ReactJS, Flask, OpenAI, Faster Whisper, SpeechBrain, ElevenLabs, Face API, Socket.io, WebRTC

• Built and evolved the PUMA platform UI, workflows, dashboards, and role-based features. • Owned end-to-end delivery from UX and requirements to implementation, testing, and release. • Implemented AI document identification (Gemma 4 26B via LM Studio) to reduce admissions delays from incorrect uploads, a root cause in around 60% of rejection/delay cases. • Integrated CampusNet OData at enterprise scale (929 unique entities) and strengthened RBAC (15 user types, 32 permission features). Skills/Tech: Next.js, Flask/Python, OData, MongoDB, JWT, LM Studio, Gemma, IIS

• Developed Dashboard front end for Impact CAT. • Designed user journeys, wireframes, and front-end experiences for dashboard and portal products. • Built front-end modules and collaborated on API/database integration across client systems. • Converted stakeholder input into implementable UX improvements and production features. • Modeled a employee onboarding process for 74 different broker / employee types within 3 months of a consulted insurance giant in South Africa. • Designed a multi-tier security protocol BPMN diagram for executives in a security firm, South Africa • Modeled Insurance company's Supplier onboarding process from RFP / RFQ until payout. • Innovated "window of opportunity / competitor" analysis for American firm using text mining on Google Play. Skills/Tech: ReactJS, Angular, VueJS, Bootstrap, Kendo UI, ASP.NET MVC, Razor, SQL Server, Python, Power BI

• Teach web/application development and dashboard implementation with practical front-end focus. • Guide student prototypes with AI integration workflows for real-world product delivery. • Established and taught Knowledge Extraction, Data Modeling and Visualisation subject • Restructured Smart Information Systems Engineering subject Skills/Tech: HTML/CSS/JavaScript, Flask, Python, Power BI, LM Studio, OpenAI

• Delivered software engineering modules with strong emphasis on UI implementation and full-stack fundamentals. Skills/Tech: ASP.NET MVC, C#, SQL Server, MongoDB, HTML, Bootstrap