Test automation architecture
Designing scalable automation frameworks, improving test coverage and establishing testing practices a team can own and keep reliable.
Alin NituIndependent Quality Engineer & SDET
I’m an independent Senior Quality Engineer with 9+ years of experience building automation frameworks, designing test strategies and improving how teams ship. I combine solid engineering practice with AI-assisted workflows.
Expertise
Designing scalable automation frameworks, improving test coverage and establishing testing practices a team can own and keep reliable.
Validating complex backend systems: REST, SOAP and GraphQL APIs, asynchronous messaging and distributed workflows.
Building automation into the delivery workflow, shortening regression feedback, diagnosing flaky tests and supporting reliable releases.
Using AI agents and AI-assisted development to speed up test development, debugging and analysis, with a human reviewing what ships.
Selected work
Client work is described at a public-safe level: no screenshots, no proprietary detail.
Quality engineering for a large enterprise platform with TypeScript, Playwright, GraphQL, CI/CD and AI-assisted workflows. Automation built into the team’s delivery supported a weekly release cadence.
Part of the team that built the company’s public API from scratch. Introduced testing practices and automation that other internal teams went on to adopt.
Built automation for the company’s ordering workflows, cutting regression testing time by about 50% and catching defects earlier.
Writing
An engineering journal. Articles on quality, automation and building things.
Three everyday bugs. A few unnecessary heart attacks. And some uncomfortable questions about how we’re building software in the age of AI.
The response has no correlation ID. A field note on a Python test framework for an AMQP service, and the broker investigation that explained why tests passed alone but failed together.
Independent projects
Both built solo with AI-assisted development tools, and both in front of real users.

Live
Turns a local business’s Google reviews into a one-page website its customers will recognise. Every line traces back to a real review, the business profile or the owner.

Beta, free during beta
Eligibility-first job discovery for tech professionals in Europe. It checks each opening against your real constraints first, then explains the fit with evidence from the posting.
About
That’s what drew me deeper into software engineering. From manual testing to automation architecture and designing frameworks, I’ve spent over nine years learning how complex systems behave, and how to make them more reliable.
I like solving problems and understanding how systems actually work. I usually own the automation end to end, from test strategy and framework design to CI integration, and I work closely with developers, DevOps and product along the way.
Lately that curiosity also goes into building my own products, using AI-assisted tools to get from an idea to something people can use.
Contact
I’m open to B2B contracts, consulting and the right engineering role. I read every message myself.
alin.nitu1@gmail.comI’ll reply to the address you left.