I’m an AI Systems & Full-Stack Engineer building production software for founders and commercial teams. I own delivery end-to-end: discovery, architecture, APIs, data, AI workflows, product UI, integrations and deployment.
Recent commercial work includes live platforms for Scott Oldford, the commissioned Aurixa real-estate platform, and 10+ SaaS/AI systems spanning subscription products, client portals, analytics, workflow automation and governed multi-agent architectures. My AgentOps system demonstrates RAG/pgvector retrieval, typed agent outputs, evals, human approval, auditability and token/latency/cost telemetry.
Best fit: AI product builds, SaaS/MVP delivery, agentic systems, workflow automation and technically demanding full-stack projects where you need an engineer who can translate a business problem into a reliable production system and own implementation through launch.
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Production-oriented multi-agent operations architecture showing how non-deterministic LLM workflows can be orchestrated, grounded, evaluated and governed. A typed 8-node state graph routes operational requests through triage, pgvector policy retrieval, specialist legal/finance/comms review, synthesis and formal human approval, with replayable audit records, deterministic fallbacks and token/latency/cost telemetry.
Stack: React 19, TypeScript, Node.js, Express, Python, FastAPI, PostgreSQL, pgvector, OpenAI.
Live: https://www.twine.net/signin
GitHub: https://www.twine.net/signin
Built the original/core AI product foundation that evolved into MySBS for Steve Witt / The Smart Business System. The product was designed as a contextual AI workspace for businesses, using structured business information and reusable workflows for business-specific content, persona generation, prospecting/outreach, social content and planning rather than generic prompt-only interaction.
Role: AI Systems & Full-Stack Product Engineer.
Live: https://www.twine.net/signin
Parent business: https://www.twine.net/signin
Members-only operational platform supporting Scott Oldford’s programmes, with protected content, secure session handling and structured operational workflows across the wider commercial product ecosystem.
Stack: React, Node.js, PostgreSQL.
Live: https://www.twine.net/signin
Members platform for Scott Oldford’s 12-month accelerator, supporting entrepreneurs with training, implementation sessions, replays and AI Scaling Agent workflows in a protected member experience. Built as part of a live commercial ecosystem serving a large active entrepreneur audience.
Stack: React, Node.js, PostgreSQL.
Live: https://www.twine.net/signin
Commissioned full-stack luxury real-estate platform combining a cinematic React product experience with a Strapi/PostgreSQL backend. Restb.ai computer vision turns property imagery into structured metadata; OpenAI generates grounded listing copy; inquiries are sanitised and persisted before bounded n8n/CRM handoff.
Stack: React 19, TypeScript, Strapi 5, PostgreSQL, Cloudinary, Restb.ai, OpenAI, n8n.
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GitHub: https://www.twine.net/signin
Stakeholder-ready sports platform prototype delivered for Zachary Pennerman / Grovemade. Took the engagement from architecture discussion to a polished interactive product prototype in a single day, adding strategic views and features that strengthened the product for presentation to schools, government officials and funding partners.
The engagement received a 5.0 Upwork review highlighting technical expertise, product thinking, clear communication, speed and ownership of the outcome.
Live: https://www.twine.net/signin
Production-oriented analytics SaaS for digital agencies, consolidating client performance into real-time dashboards, AI-generated executive summaries, ROI modelling and white-label reporting. Includes a hardened server-side Claude proxy, typed Supabase/PostgreSQL data layer with row-level security, four-tier subscription feature gating and Stripe billing flows.
Stack: React 19, TypeScript, Express, Anthropic Claude, Supabase/PostgreSQL, Stripe, Recharts.
Live: https://www.twine.net/signin
GitHub: https://www.twine.net/signin
Full-stack SaaS client-operations platform for agencies and AI service businesses. Combines role-aware client/admin portals, 14-day delivery roadmaps, milestone payments, Socket.io live messaging, S3 asset delivery and a grounded OpenAI support agent that answers from authenticated live project data.
Stack: React 19, TypeScript, Express, MongoDB, JWT, Socket.io, OpenAI, Resend, AWS S3.
Live: https://www.twine.net/signin
GitHub: https://www.twine.net/signin
Live AI mentor platform built for Scott Oldford’s entrepreneur audience. Delivered identity-level pattern recognition, OpenAI Realtime voice conversations, session intelligence and the Stripe subscription/payment lifecycle across monthly, annual and lifetime plans.
Stack: React, Node.js, OpenAI, Stripe.
Live: https://www.twine.net/signin
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