I design and ship agentic AI systems, and I help enterprises understand what AI can actually do for them.
“I learn by building things and putting them in front of real users.”
Sydney, Australia · 4+ years across C#/.NET, full-stack, and AI · Open to AI Solutions Engineer, AI presales, and consulting roles.

Right now: building toward an AWS deployment of the VAISS Compliance Auditor as a hands-on learning project, while working through the AWS AI Practitioner and Solutions Architect Associate certifications.
About
Software engineer with 4+ years across C#/.NET desktop applications, full-stack web, and AI integration. Currently in a technical presales role at Westcon-Comstor covering networking and cybersecurity vendors. Outside of work I build and ship my own products — web apps, SaaS tools, a mobile game, a marketplace, a book — using Next.js, React, Supabase, Stripe, and the OpenAI/Claude APIs. I learn by building things and putting them in front of real users. Bilingual in English and Arabic.
Capabilities
Selected Work
An agentic AI system that audits any AI system against Australia's Voluntary AI Safety Standard in under 60 seconds.
60s audit · 5-stage agent pipeline · 10 guardrails · ~3¢ per run
The VAISS Compliance Auditor takes a plain-English description of an AI system and produces a board-ready compliance assessment against Australia's Voluntary AI Safety Standard and its 10 guardrails. Built as a multi-agent pipeline: a risk classifier determines the system's risk tier, a guardrail scorer assesses all 10 guardrails with calibrated green/amber/red ratings, and three generators run in parallel to produce an AI inventory entry, a board memo, and a prioritised 90-day remediation plan. Results stream to the interface in real time. The problem is concrete: every Australian enterprise running AI now faces 'are we VAISS-aligned?' from their board, and the current options are a $150k+ consulting engagement or a blank Word document. This tool produces a structured first-pass artefact in seconds — an assessment aid that gives a governance lead a starting position to react to, edit, and defend.
AI calculus solver SaaS with step-by-step explanations, an AI tutor, gamified skill trees, and Stripe billing.
Production SaaS · Step-by-step solver · Stripe billing live
CalcSolve is a production SaaS that solves calculus problems end-to-end and teaches the steps. The AI engine breaks each problem into named techniques (substitution, integration by parts, partial fractions, etc.) and walks the student through each step in natural language. Gamified skill trees give students a progression model, and Stripe handles tiered subscriptions. The challenge wasn't 'solve calculus' — LLMs can do that. It was wrapping the model in a UI that turns a one-shot answer into a teaching loop, with prompt structures that keep the explanations consistent and pedagogically sound.
Full-stack AI assistant for dental practitioners — multi-session chat memory, response orchestration, PDF export.
Domain-grounded AI · Built on 3 years shipping for dental manufacturing
An AI assistant built specifically for the dental vertical I shipped production software in at Stoneglass Industries. Multi-session chat memory with intelligent response orchestration, structured PDF export for clinical workflows, and Firebase/Firestore auth + data. The domain expertise from three years building CAD/CAM tools for dental manufacturing — including a TensorFlow 3D alignment model — informed every product decision. This is what 'AI for a vertical' looks like when the developer actually understands the vertical.
A multi-sided marketplace where users purchase, own, and customise unique coordinates on a shared 1,000,000-tile grid.
1,000,000-tile grid · Built solo · Stripe + anti-abuse system in production
Tileverse is a production marketplace I built solo end-to-end: Next.js frontend, Supabase for data + auth, Stripe for payments, and an anti-abuse system to prevent automated grid claims. The hard problems were the economic and trust ones — pricing curves for scarce digital assets, abuse-resistance without killing user experience, and a payments flow that handles both upfront purchases and ongoing customisation.
Productised web agency platform building professional websites for Australian tradespeople.
Fixed-scope, fixed-price · Brand + site + sales operated solo
TradieSpark is a productised service business: brand, website, pricing, onboarding, and outbound sales — built and operated solo. Tradies need web presence but can't afford or evaluate a custom agency engagement. The product is a fixed-scope, fixed-price website with predictable delivery, sold and delivered with AI-assisted development. It's as much about scoping and pricing as code.
More
Personality-based quiz platform with product recommendations and affiliate monetisation.
Completed sci-fi cyberpunk thriller novel with 150 AI-generated illustrations. Published on Amazon.
Mobile game on Google Play — wave-based ring shooter with boss fights, power-ups, and skins.
Scheduling system for multi-centre doctor rosters with constraints and auto-build logic.
Career
Nov 2025 — Present
Sydney
Technical point of contact for channel partners across networking and cybersecurity vendor portfolios at one of APAC's largest IT distributors.
Feb 2022 — Aug 2025
Sydney
Built and maintained C#/.NET CAD/CAM desktop tooling used daily across dental manufacturing production lines.
Academics & Credentials
2020 — 2021
Torrens University Australia
Specialisation in applied AI and systems design.
2016 — 2019
Lebanese International University
Systems thinking, mathematics, and structured problem-solving.
Certified
Anthropic
AI Fluency · Building with the Claude API
In Progress
Amazon Web Services
AI Practitioner · Solutions Architect Associate
What’s next
Open to AI Solutions Engineer, AI presales, and AI consulting opportunities in Australia.