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Portrait of Marius Ene, Senior QA Consultant

Senior Functional QA · User & business focus · B2B EU

Marius Ene

Too many teams disappear into technical detail and forget the business exists to serve the user. My mission is to pull quality back to that core — functional truth, real journeys, and release decisions Product can trust. AI handles the technical scaffolding so I don’t.

Currently with Definia · open to the next B2B remote EU contract

Now

What I’m doing in the current chapter.

In progress

At Definia I stay close to what users feel and what the business needs to decide. One thread closed mobile and wearable journeys with clear release readiness and handover; another keeps a confidential web product honest — functional behaviour first, with AI only where technical checks would otherwise steal focus from the user.

Product names stay off this page. The pattern is the point: protect the user journey, make risk visible to the business, leave the team able to continue without me.


What I do

Quality pointed at the user — and the business.

Functional judgement first. Technical depth second, and mostly accelerated by AI so it never becomes the whole story.

01

User & business outcomes

I keep quality pointed at why the product exists: serve the user, protect the business. If a check doesn’t change a user journey or a release decision, it isn’t the priority.

02

Functional quality & UAT

Stories, acceptance criteria, exploratory passes, and stakeholder UAT — reading the product the way a customer and a Product Owner both would.

03

Friction into decisions

I raise what fights the user as stories or clear defects, align Engineering and Product on “done,” and leave release notes humans can act on.

04

AI for the technical layer

Automation, APIs, and performance scaffolding via AI — so my attention stays on functional truth and business risk, not lost in tooling.


Mission

AI for technical noise. Humans for the user.

In this age it is easy to confuse more automation with more value. I use AI so I can spend my best hours on user journeys, acceptance, and business risk — not on wiring the technical layer by hand.

Technical work, delegated with care

I use Cursor and ChatGPT to draft API checks, shape performance scenarios, and clear repetitive setup. That is scaffolding — not the mission.

Human judgement stays on the user

Pass/fail for what matters still comes from user journeys, acceptance criteria, and business risk. A fluent model answer is never an oracle for release.

Speed that serves the core

AI buys back time for exploratory thinking, stakeholder alignment, and asking whether we are still serving the user — the part more teams forget while polishing pipelines.

“Serve the user. Protect the business. Let AI draft the technical checks — never the meaning of done.”


Experience

Clients, capacity, and what I delivered.

Fourteen years keeping programmes honest about users and outcomes — as employee, freelance, seconded consultant, and B2B. Tools change. Serving the user does not.

User first

Journeys & acceptance over tooling theatre

14+

years of functional QA judgement

Global brands

Sodexo · UBS · Siemens · banking · gaming

AI in its place

Technical scaffolding · human mission


Writing

Notes from the quality seat.

Notes on keeping quality aimed at users and the business — and on using AI for technical work without letting it steal the mission.


How we work

Straightforward B2B engagement.

  • B2B / contract via SC Trend Waves SRL
  • Remote across Europe from Romania
  • Functional first — user journeys and business risk before tooling
  • Evidence Product and leadership can read without a translator

Contact

Let’s talk about your next release.

If you need someone who will fight for the user journey and the business call — not just more technical coverage — let’s talk.

Portrait of Marius Ene, Senior QA Consultant

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