Nicholas Sample — Quality engineering & practical AI

Quality engineering.
Practical AI.
A creative streak.

I bring a decade of Apple experience to making complex technology reliable, understandable, and useful.

Selected work.

My work spans the systems behind a release and the experiences people actually use. These are a few places where that comes together.

A clearer path to the root cause.

Apple · Quality engineering & process design

I created a root cause analysis process that brought engineering teams together around recurring defects, ownership, and follow-through. It earned leadership support and formal adoption within Software Engineering.

My contribution

Coordinated teams around a shared process for investigating issues and tracking follow-up.
Built an AI-assisted workflow for defect retrieval, structured logging, and recurring-issue analysis.
Simplified intake and added reminders to make the process easier to maintain.

Ready for the real world.

Apple · visionOS platform validation

I supported the first-generation Apple Vision Pro launch through platform validation and hardware–software integration testing. My work also includes ownership of simulator, SDK, virtualization, and Xcode release testing.

What that involved

I rebuilt OS qualification tests with clearer instructions and expanded application coverage, aligned testing responsibilities across teams, and investigated regressions across application, framework, and operating-system components.

I also partnered with automation engineers to move manual checks into automated pipelines and verify the resulting test behavior.

AI that fits everyday life.

Independent work · Local models & consumer tools

I run open-source models on a Mac Mini and build workflows for research, document processing, transcription, and automation. My focus is making local AI approachable for ordinary users and small businesses on affordable consumer hardware.

How I approach it

I use Codex for independent application development and experiment with guided model setup for nontechnical users. This is hands-on development and ongoing exploration, with usefulness and accessibility driving the work.

Learning Garden.

Independent application · Functional project, public release planned

An adaptive learning application I designed and built around ability and individual needs, using freely available U.S. and UK educational content.

Behind the project

I used the working app with a child learner, then expanded its design to support people across ages, including older adults. The goal is a free public release that makes learning more accessible.

Four games. Every moving part.

Imporium LLC · Independent mobile games, 2012–2016

I designed, developed, tested, and released four original mobile games. I built the gameplay and multitouch controls, created the visuals and original music, and produced the promotional material.

viruOSity RivalsChroma DyadicYubiviruOSity redux

Why it matters to my work

Shipping independently meant owning the whole experience: how it felt, how it performed, and how it reached people. That hands-on perspective carries into my quality engineering and application work.

An engineer.
A builder.
A people person.

Read my resume

My path into engineering started with helping people use technology, making games, and turning complex information into something clear.

At Apple, I moved from customer-facing technical work and education into platform software QA. Earlier, I created maps and geospatial materials in the U.S. Army. Across those roles, I’ve learned to investigate carefully, communicate clearly, and stay close to the person using the result.

From 2021

Apple · Platform software QA

visionOS, simulators, SDKs, virtualization, and Xcode validation.

2016–2021

Apple · Technical & customer experience

Technical troubleshooting, education, and individual and business solutions.

2012–2016

Imporium LLC · Lead game designer

Original mobile games, from first concept through release.

2010–2013

U.S. Army

Military intelligence and cartography.