Selected Work
Solving complex problems with AI.
A selection of recent architectures, technical implementations, and client outcomes.
Privacy-Compliant AI Chatbot Architecture
Technical deep-dive on building enterprise chatbots that handle customer data while staying compliant with Australia's Privacy Act 2024 and New Zealand's Privacy Act 2020. Production-tested architecture with real code examples.
Multilingual Audio Processing Platform
Full-stack audio intelligence pipeline: signal processing → speaker diarization → multilingual transcription → LLM validation. From multi-speaker recordings to isolated segments in under 3 minutes.
Current Ventures
Tendor.ai↗
Chief Technology OfficerAI-powered government procurement platform helping construction companies win contracts. Our system reads 200-500 page tender documents and auto-fills company information, reducing preparation time from 8 hours to 45 minutes.
Lighttune↗
DirectorAutomated language testing platform using AI speech recognition. Achieved 92% correlation with human examiner scores while reducing test costs from $50 to $2. Serves language schools and students preparing for certification exams.
Enterprise Experience
10+ years building platforms that last, serving millions of users across telecom, retail, finance, and travel.
- Led design system unifying 15+ products → 15% faster development
- Pioneered GitHub Copilot adoption → 25% productivity gain company-wide
- Built automation eliminating 8 hours of setup per project
- Trained 20+ engineers on AI-augmented workflows
- Rebuilt iOS/Android apps serving 1M+ active users — architecture still powering 400+ stores
- Created component library and development framework still in use across retail network
- Optimized website performance → 35% faster page loads
- Modernized loyalty program barcode systems
- Enhanced mobile shopping experience across store network
- Built core platform architecture powering 2degrees.nz — still in production 4+ years later serving 600K+ users
- Created reusable component library and design system that continues to serve millions of customers
- Enabled marketing team to launch campaigns 3x faster without engineering support
- Reduced deployment time from 4 weeks to same-day releases
- Cut production issues by 35% through systematic testing
- Platform architecture proven resilient through major company merger and continued growth
- Restructured codebase enabling faster feature delivery across global markets
- Established deployment pipeline with comprehensive monitoring
- Achieved 95%+ reliability across 200+ customer workflows
- Mentored team on modern web development practices
- Improved code quality standards across engineering organization
- Led web platform development for managing payment terminals at petrol stations
- Built control panel managing advertising, firmware updates, and device parameters
- Improved development efficiency by 20% and reduced defect rates by 15%
- Optimized team workflows and code quality standards
- Enabled remote management of thousands of devices across retail networks
- Built customer portal used by hundreds of businesses to manage their fibre networks
- Enabled self-service for purchasing fibre, configuring settings, monitoring networks
- Modernized legacy systems improving performance and maintainability
- Developed automated approval workflows for bulk network changes
- Established standardized development environment improving code quality
- Significantly increased team productivity through modern tooling
Technical Capabilities
AI & Machine Learning
Production-ready AI systems and intelligent automation
- Speaker Diarization
- Speech Transcription
- LLM Integration
- Signal Processing
Application Development
Custom tools built for how your team actually works
- Client Portals & Dashboards
- Document Automation
- Workflow Tools
- Payment & Billing Systems
Audio Processing
Real-time media handling and analysis
- Waveform Display
- Audio Codecs
- Live Streaming
- Media Pipelines
Privacy & Compliance
Keep client data where it belongs
- Data Sovereignty (AU Region)
- Audit Logging & Monitoring
- Access Control & Permissions
- Regulatory Alignment