Professional Summary
Solutions Architect and AI platform engineer operating on a deliberate three-step model: identify the real gap in a workflow, solve it with the right stack, and ship a working production system — usually in days, not quarters. Solo founder of Corporate AI Solutions, where this model has produced 35+ live AI platforms spanning voice AI, autonomous agents, multi-tenant SaaS, blockchain tokenisation, and MCP server integrations. 35+ years of executive operations across construction, aerospace, hospitality, and SaaS underpin the technical work with the kind of cross-domain pattern recognition that's hard to fake.
Current Engagement
Fixed-price development contract with MMC Build Pty Ltd. Stages 0–5 delivered in 5 weeks against an original 14-week schedule (3× ahead). Modules in production: NCC compliance engine, design optimisation with 3D viewer, cost estimation with 70+ Australian benchmarks, trade directory, training. Architecture: 6-model AI registry across 3 providers (Anthropic, OpenAI, HuggingFace) with intelligent routing and automatic fallback, agentic workflows with multi-tool execution, multi-model cross-validation, RAG pipeline with pgvector + TSVECTOR hybrid retrieval + BGE reranking, full Stripe per-module billing, R&D evidence infrastructure. 126 React components · 29 database migrations · 50+ RLS tables · 15 async functions. Stack: Next.js 16, Supabase, Vercel, Inngest.
Concurrent advisory role at lingopure.com. Architecture, AI stack design, and technical execution for the AI-first business English platform — placement assessment, ClassIn integration, ElevenLabs-powered voice tutor for conversation practice.
Concurrent advisory role at prelabz.com. Technical evaluation and architecture guidance across portfolio ventures from pre-seed through Series A. Stack judgment, AI integration choices, and execution-readiness review.
Core Skills
Experience
- SHIPPING NOW the MMC Build platform under a fixed-price commercial contract (see Current Engagement, page 1). Architecture and delivery led solo. Stack: Next.js 16, Supabase, Vercel, Inngest, Anthropic Claude, OpenAI, HuggingFace.
- IDENTIFIED a pattern across 35+ different workflows — each one was sitting on top of the same shared trust/compliance gap. SOLVED it by architecting Platform Trust, a shared middleware (
@platform-trust/middleware) with six modules: security scanning, agent quality evals, audit logging, per-tenant token/cost metering, permission governance with HITL gates, rate limiting. SHIPPED as a single dependency installed across every product, providing compliance evidence for Australian Privacy Act, OWASP Top 10, and SOC 2. - IDENTIFIED that AI products ship to enterprises without documented security posture. SOLVED with PubGuard — security scanning on PR merge, deploy events, and weekly cron. SHIPPED with severity-graded findings, buyer-ready PDF compliance reports, and public compliance badges.
- IDENTIFIED that vertical AI products were being rebuilt from scratch instead of generated. SOLVED with a generator architecture — four parent platforms (Rehearsals AI, RaiseReady, Connexions, UniversalLingo) that spin up white-label verticals in days. SHIPPED 10+ verticals: TourLingo, GovLingo, HotelLingo, DoctorLingo, EduLingo and others.
- Shipped 13 voice-AI products on ElevenLabs + Claude — Kira (contextual thinking partner), LingoPure AI (business-English tutoring), LaunchReady (voice-guided IP discovery), Mova (multi-language transport), among others.
- Built F2K Fund Tokenisation — wholesale Australian housing fund on Ethereum using ERC-3643 security tokens; KYC, USDC subscriptions, token minting, NAV publication, quarterly distributions, full investor portal + admin console.
- Built Storefront MCP — MCP server exposing a service-provider catalog as callable tools, bridging AI agents to real-world bookings.
- Architected Property Services — shared property-intelligence layer (Supabase edge functions, TypeScript SDK, 20 LGA databases, QLD Globe integration) powering F2K, DealFindrs, and MMC Build from one data tier.
- Delivered procurement outreach pipelines (OMQ Outreach, PartnerPilot), lead-capture infrastructure (LeadSpark), and the ASEAN cross-border professional credential trust layer (AIFTIS Recognition Rail).
- Built a scalable prefab home kits of parts business with national logistics; designed digital systems for catalogue, supply-chain coordination, and a customer-facing configurator.
- Founded licensed Queensland building company with Funky Little Shack to deliver prefabricated modular homes; built the back-office systems for quoting, scheduling, and project tracking.
- Led commercial proposals for an international modular construction firm; structured pricing, risk, and delivery plans for sustainable building projects.
- Operated TanahTara Royal Estate — 7-acre hospitality & F&B venue (accommodation, café, events) under management contract Sep 2019 – Aug 2023.
- Founded and scaled the Willow Tree Campsite business — four sites across Malaysia, zero to profitable in 12 months through COVID lockdowns.
- Self-developed back-end systems and websites for campsite bookings, property management, accounting, quoting, invoicing, staff timekeeping, task scheduling — the technical foundation that later expanded into Corporate AI Solutions.
- Established green-building consultancy serving regional clients; trained the Brunei Public Works Department in green-building design and project management.
- Managed aerospace client relationships across South East Asia; led Boeing 747 passenger-to-freighter conversion programmes in Jakarta (2009–2011).
- Built a national sales-coaching network of 20 coaches across Australia; created standardised coaching IP; business sold to partner 2007.
Selected Portfolio Highlights
platform-trust.vercel.app
kira-rho.vercel.app
universal-lingo-marketing.vercel.app
f2-k-fund-tokenisation.vercel.app
storefront-mcp-eight.vercel.app
aiftis-demo.vercel.app
Media & Industry Voice
Recognition & Education
Icon in Green Technology Award (2019) — Global Business Leadership Awards, Malaysia.
Secondary education — Caboolture State High School, Queensland, Australia.