Full stack development shaped by QA and automation

Building polished products that hold up in the real world.

Nine years across web development, QA, test automation, and full stack delivery shaped an approach centered on clarity, verification, and practical automation. Clean interfaces, dependable behavior, and tools that genuinely save time are the throughline.

Nine years across web development, quality engineering, and automation.

Polished interfaces, reliable systems, and tools that earn their keep.

QA thinking baked into the build instead of bolted on at the end.

Featured Project

Blender Maps Generator Add-on

What began as a texture-map prototype was turned into a proper Blender workflow: add-on packaging, generation flow, material hookup, post-generation controls, and repeated verification inside Blender while the behavior was still evolving.

  • Turns one source texture into a usable set of generated maps.
  • Builds a material in Blender instead of stopping at file export.
  • Lets the artist toggle maps and tune strength, height, and smoothing after generation.
  • Was iterated with scripted Blender checks instead of manual guesswork only.

Role

Product shaping, UI work, add-on implementation, and verification.

Verification

Scripted checks exercised registration, generation, and material setup in Blender 5.1.

Outcome

A Blender add-on that feels more like a workflow tool than a loose script collection.

Blender Maps Generator add-on running inside Blender
The add-on running inside Blender, showing the actual in-editor workflow.

Shop

Want to see what else I build or ask about a custom 3D project?

If you want to see more of what I build, browse what is available, or ask about a personalized 3D build, check my shop.

Capabilities

Core strengths

Full Stack Work

Front ends with a reason to exist

Deliberate interfaces, steady backend behavior, and product decisions grounded in how the thing will actually be used.

Quality Thinking

QA is part of the build

Edge cases, weak assumptions, and "almost finished" behavior tend to show up early with a QA-first lens.

Automation and AI

Use it when it saves real time

Best used where repetition disappears, feedback loops tighten, and the work becomes easier to trust.

Experience Path

A career shaped by product, quality, and systems thinking

01

Web Developer

Early years on the web built the foundation: UI, delivery, iteration, and the habit of thinking in products instead of pages.

02

QA and Software Quality

A move into QA sharpened reliability thinking, coverage discipline, and sensitivity to the small failures users notice first.

03

Test Automation QA Engineer

Deeper automation work brought repeatable checks, faster regression coverage, and a stronger feel for where systems become fragile.

04

Full Stack Developer, TA Engineer, AI Specialist

Current work brings those threads together across full stack delivery, automation engineering, and AI-assisted tooling.

Working Style

Default operating principles

Clarity over noise

Clear systems over loud ones. Better to ship something clean and durable than something noisy and hard to live with.

Verification matters

Finished should mean exercised. Behavior matters more than surface polish.

Quality belongs inside delivery

Quality belongs inside delivery. Good QA starts while the feature is still taking shape.

AI should create leverage

Useful when friction disappears and real work speeds up, not when novelty gets in the way.

Best Fit

Strongest fit: product-minded engineering, quality-heavy systems, and practical automation.

Strong fit for product work, internal tools, QA-heavy platforms, automation efforts, and AI-assisted workflows that need more than surface-level implementation.

Contact

Have a project, question, or a custom 3D build in mind?

Best Route

Start through the shop

The shop is the current contact point for available work, project questions, and personalized 3D build requests.

Helpful Context

Send the essentials

Include the kind of build you want, rough scope, references, timeline, and whether it is a one-off piece or part of a larger product.

Good Match

Projects that fit well

Custom 3D builds, product-minded front-end work, QA-heavy systems, automation tooling, and practical AI-assisted workflows.