neumatic

AI automation engineering

Through Neumatic, I build websites, custom applications, document workflows and API integrations for multiple clients. I combine hands-on engineering with founder judgement about user needs, scope, operating cost and support.

Applied AI · document automation · API integration · Australia (AEST), working worldwide.

Greg Shingles

AI product engineering

HeySomm

A live international wine app: venue QR entry and guest accounts, bottle recognition, personal matching, regional value assessments, a wine collection and social sharing.

Co-founder / CTO — complete application and engineering. Live and operational.

HeySomm palate screen — swipe to mark varietals you have tried and loved.
HeySomm wine collection — the history of every wine you have scanned.
HeySomm home — scan a wine and get a recommendation for the moment.
HeySomm scanned wine — a bottle scored on quality against price.
HeySomm profile — your palate archetype and wine preferences.

Wine collection, scanning, assessments and taste profiles in HeySomm.

What I take on

Document workflows and source-linked answers.

Build extraction from PDF, Word and email, retrieval of relevant passages, and document workflows with explicit human review. Define and qualify template output for the task.

APIs that connect the business process.

Connect storefronts, operational tools and external services. Make data mappings, job states and exception handoffs explicit so people can see what needs attention.

The application around the automation.

Build the interface, data model, access controls and operating tools around an AI feature or integration. Define the scope around user needs, operating cost and ongoing support.

Selected work

HeySomm

Co-founder / CTO — complete application and engineering · Live and operational

A live international wine app: venue QR entry and guest accounts, bottle recognition, personal matching, regional value assessments, a wine collection and social sharing.

Private document AI

Software engineer — document processing, retrieval and integrations · Private internal tool; no public access

A private multi-tenant AI workspace combining source-linked conversations, scoped document retrieval, multi-format processing and a versioned document library, with controlled form-preparation foundations.

Warehousing & systems integration

Full Stack .NET Developer — work delivered through BrandLink · Historical delivered work

Over several years at BrandLink, I worked across a comprehensive warehousing system and its integrations: receiving, inventory, orders, fulfilment, client portals, print production, freight and ERP.

About

I’ve spent 15 years integrating APIs across commercial systems. As a founder and engineer, I also work through what people need, where automation helps and what it will take to operate the result. The language and model follow those decisions.

Stack

Languages.NET · TypeScript · Python
AI / LLMsAnthropic · OpenAI · Cohere
Retrievallexical · hybrid · reranking
IntegrationREST · XML · SOAP · background jobs

Start a project

Tell me what you want to build or make easier. Email me a few lines about the problem and the result you’re aiming for. Let’s work out a practical first step.

Based in Australia (AEST). Working remotely with clients worldwide.