Engineering Production Ready AI
& High Performance Web Products
I'm a full stack engineer with a media and design background. I build high performance marketing sites and wire them into CRMs, automations and AI flows so your team spends less time clicking and more time selling.
"Exceptional MVP development. Took my concept and turned it into a functional product that exceeded expectations. Professional, responsive, and delivered on time."
— Adrian Cappola
"Could not be happier with the outcome. Very professional and made the whole process easy and stress free. Would recommend to anyone."
— Peter Sloan
High-Performance Web Architecture
Elite speed. Stunning visuals. Built for total conversion.
Your website is your brand's digital storefront. If it lags, you lose credibility, and revenue. I engineer digital assets that demand attention using Next.js and React, the same enterprise grade technology powering Facebook, Airbnb, and Uber.
What I Build
From marketing sites to full scale SaaS, every project gets enterprise grade engineering.
Marketing Websites
High-converting landing pages that rank on Google and turn visitors into customers.
E-Commerce Stores
Full online storefronts with payment processing, inventory management, and analytics.
Dashboards & Portals
Real-time admin panels, client portals, and internal tools with role-based access control.
Progressive Web Apps
App-like web experiences that work offline, send push notifications, and install on any device.
Custom SaaS Products
Multi-tenant software platforms with subscription billing, user management, and API integrations.
API & Integrations
RESTful APIs, webhook handlers, CRM connectors, and third-party service integrations.
Recent Builds
A few of the high-performance websites I've delivered for clients.
Jervis Bay Boat Storage
JD Air Electrical
North Eastern Building Group
Performance as a Feature
I deliver the industry's most aggressive performance metrics to keep your business ahead.
Interaction Speed
In ecommerce, even a 0.1 second delay can drop revenue by 1%. I build to protect your bottom line.
Edge Network & CDN
Your content is served from the Edge, meaning it's physically closer to your users worldwide.
Australia-Based Infra
Sydney and Melbourne data centres ensure the fastest possible response times for your local customers.
Superior SEO & Growth
Clean, optimized code is the foundation of modern search rankings.
Crawlable Intelligence
My Next.js builds use Server Side Rendering so search engine bots can instantly index 100% of your content.
Core Web Vitals Mastery
I optimize for INP and LCP, the specific metrics Google uses to determine who gets the #1 spot in 2026.
Conversion First Design
A site that loads in 1 second achieves a conversion rate 3x higher than a 5 second site. I build for profit.
Beyond the "Agency" Standard
Full-Stack JavaScript eliminates plugin bloat and security vulnerabilities.
Secure by Design
No exposed databases for hackers to exploit on the frontend.
Infinitely Scalable
Handle 100 or 100,000 visitors without the architecture buckling.
Asset Value Focused
Custom software architecture that grows with your business, not a template you replace in 12 months.
"We engaged Riley to setup and design our webpage. We could not be happier with the outcome. Very professional to deal with and made the whole process easy and stress free. Would recommend to anyone wanting to get a webpage done."
Pete Sloan
Verified Google Review
Case Study: Web App & MVP Development
I Built a Production SaaS Platform from Zero
Today's Stash is a full stack local deals platform connecting businesses with consumers through time sensitive promotions. Multi role authentication, real time inventory, AI deal creation, atomic reservation systems, and multi channel notifications, all engineered and deployed by me.
Read the Full Build LogRow-Level Security on Every Table
Atomic Reservation System with Row Locking
AI-Powered Deal Creation with GPT-4o
Multi-Channel SMS & Email Notifications
Multi Role Auth. Consumer, Merchant, Admin
PostgreSQL with Atomic RPC Functions
"Exceptional MVP development from start to finish. Riley Tech Studio took my concept and turned it into a functional product that exceeded expectations. Professional, responsive, and delivered on time. Highly recommend for anyone needing a reliable tech partner. Will continue to use Riley."
— Adrian Cappola
See on GoogleAI Engineering
Hard Coded Intelligence: Transforming Raw Models Into Autonomous Business Infrastructure
I specialize in building the "intelligence layer" for modern applications. By combining Agentic Workflows, RAG (Retrieval Augmented Generation), and hardened LLMOps, I engineer systems that don't just "chat", they execute business critical tasks with precision.
Case Study
The "Today's Stash" Deal Engine
For Today's Stash, I engineered an AI partner that bridges the gap between a merchant's creative idea and a technically perfect listing.
Agentic Logic Mapping
The system uses GPT-4o to interpret natural language (e.g., "Lunch special starting Tuesday") and autonomously maps it to structured PostgreSQL JSONB scheduling data.
Context Aware Guardrails
The engine resolves abstract tokens like "opening time" against the merchant's actual operating hours, ensuring 100% accuracy in time sensitive deal broadcasting.
Autonomous Marketing
Beyond data entry, the system generates high fidelity previews that mirror the exact styling of the live app, allowing merchants to see the AI's creative marketing work before it goes live.
My Technical AI Stack
Orchestration & Logic
Custom Agentic Workflows designed to handle multi step reasoning and self correction.
Vector Infrastructure
Supabase (pgvector) for high speed semantic search and "long term memory" for AI agents.
Background Intelligence
pg_cron for automated hourly jobs, such as no show detection and autonomous strike enforcement.
Reliability
Strict Schema Validation and Hybrid Authentication (Bearer + Cookie) to ensure AI outputs are secure and grounded.
The Result: Digital Employees, Not Chatbots
My approach treats AI as a Strategic Co worker.
For Clients
I build systems that replace manual admin, saving hundreds of hours in lead qualification and content creation.
For Recruiters
I demonstrate the ability to ship Production Ready AI products that handle real world "messy" data and high concurrency environments.
Investment Tiers
Engineered Solutions, Tailored Pricing
No hidden fees. No hourly padding. Every project is scoped and quoted individually to match your exact requirements.
High Performance Web & SEO
Contact for Quote
Elite speed and precision for brands that refuse to blend in.
Most business sites are built on slow, generic templates. We don't do that. We engineer Next.js web products from the ground up to deliver instant load times and superior search authority. Every line of code is optimised to capture local traffic and convert visitors into high value clients.
- Sub 100ms Interactions. Engineered for the fastest possible user experience on any device.
- Next.js App Router Architecture. Server side rendering for maximum SEO crawlability and indexation.
- Australia Based Edge Delivery. Served from Sydney/Melbourne data centres for zero local latency.
- Brand First UI/UX. High fidelity, responsive designs that reflect a premium brand identity.
Best for
Service businesses, boutique firms, and local portfolios needing a "digital employee" that out ranks the competition.
Custom eCommerce Engine
Contact for Quote
Production grade infrastructure for secure, scalable online retail.
An eCommerce store is more than just a shop; it's a high concurrency database. We build custom commerce engines using the same tech stack as Uber and Airbnb, ensuring your store can handle thousands of simultaneous checkouts without breaking a sweat.
- Atomic Stock Management. PostgreSQL row locking logic to prevent overselling and race conditions.
- Secure Supabase Backend. Enterprise level data protection with 100% Row Level Security coverage.
- Global Payments & Logistics. Deep integrations with Stripe, Xero, and Australian shipping APIs.
- AI Native Product Data. Advanced inventory systems for messy supplier data and complex SKU variations.
Best for
Online retailers and local merchants needing a robust, secure, and infinitely scalable sales engine.
AI Engineering & MVPs
Contact for Quote
Founding level engineering for the next generation of AI software.
This is for the visionaries building Autonomous Agents, SaaS platforms, and Real Time Dashboards. We move past "chat" to engineer Agentic Logic, software that doesn't just talk, but takes action and makes intelligent business decisions.
- Autonomous Agentic Workflows. Custom AI agents that perform lead gen, data analysis, and multi step operations.
- RAG (Retrieval Augmented Generation). Custom "Knowledge Engines" using vector databases for long term AI memory.
- Full Cycle MVP Development. From raw idea to production ready product in 8 to 12 weeks.
- Real Time Data Observability. High end dashboards providing a "God View" of your entire business.
Best for
Startups, founders, and enterprises requiring custom coded AI logic and production ready software architecture.
Why Riley Tech Studio?
We are not an agency that outsources your vision to the lowest bidder. When you work with us, you are hiring a Product Engineer who understands every layer of the stack, from the database schema to the final pixel. We don't just "build things", we engineer assets that grow in value over time.
Get in touch
Let's talk about your next project.
Whether you need a new website, a custom web application, or AI integration, I'd love to hear about it. Tell me what you're working on and I'll get back to you with a clear plan.
Start a project
No obligation. Tell me what you need and I'll send back a plan.
