I turn business information, everyday workflows and ambitious ideas into software people can actually use.
Independent engineer & founder Based in Arizona
A few ways that takes shape.
E-commerce · Retail & wholesale
An internal platform brings support, marketing and company knowledge together. A collection of practical tools, designed around how each team works.
Internal AI, September 2026. The customer inquiry interface shown with empty fields; no customer records are displayed.
Financial services · Lending
Machine-learning scoring and a lending dashboard turn application data into information the team can act on.
The live HAL overview brings scoring activity and decision reporting together. Private operating figures are redacted; no settings were changed.
Internal products · Developer experience
The Record, Brain and Jarvis OS connect project scope, durable knowledge and supervised engineering workflows.
The Record’s live developer workspace, captured September 24, 2026. Private client and shared-project names are covered; the full dashboard layout is preserved.
Client products, engineering tools
and the projects that came before.
Support, product imagery and company knowledge—connected in one internal platform.
Production tools + ongoing workMachine-learning loan scoring and an operating dashboard for the lending workflow.
Scoring service + dashboardProject management, durable engineering memory and supervised coding-agent workflows.
Working tools + orchestration prototype
A reporting workspace connects booking reports, export history and cloud schedule visibility.
Working local dashboard · cloud connected
Tools for exploring proposal history, project fees and hours to inform new estimates.
Research & estimating tools
Organize Instagram accounts and imported posts into an inspectable media library.
Prototype
Connect property lists, broker correspondence and decisions in one research workflow.
Beta
The first client portal for an agency’s communication and project workflows.
Historical projectFrontend and backend contributions to a domain-focused SEO tool.
Collaborative project
A state-based Java game with two-player and free-movement variations.
Independent project
An interactive 3D learning environment for machine-learning concepts.
Academic project
A Unity environment with custom terrain, animation and third-person exploration.
Independent project
A Swift app that combines conversation, itinerary editing and maps.
Independent projectGood software starts with the operation and stays grounded in the people using it.
Find the information, decisions and repetitive steps that matter. Shape the scope around the actual business need.
Bring the interface, existing tools and cloud services together into an application people can use.
Test the behavior, make limitations visible and leave clear evidence and handoffs for whatever comes next.
I’m the founder of Manifold Engineering, an AI development studio. My work brings together product thinking, full-stack applications, integrations and cloud infrastructure.
I’m interested in the space between what a business does today and what better tools could make possible—from a more useful dashboard to a connected workflow that takes repetitive work off someone’s plate.
I also build tools for the engineering process itself, so project knowledge, focused assignments and evidence stay connected as the work evolves.
