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Emanuel MarianEM
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Emanuel Marian

@emanuelmarian

QA Engineer at Toloka reviewing and authoring test cases for a production coding-agent evaluation benchmark.

Romania
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At Toloka, I review and author test cases for a production coding-agent evaluation benchmark. I wrote around 70 test cases end-to-end, including requirements and functional and style validators in pytest and Playwright.

I also write and review tests for FastAPI REST endpoints, checking both responses and stored data. I’ve caught validators that could inflate agent scores and audited LLM-as-a-judge results against agent transcripts and code diffs.

Previously, I wrote automated web tests in Python with Selenium at SecureDen SRL and tested restaurant software on physical hardware at ACROM. I also crowdtested web and mobile apps with Testbirds, and hold the ISTQB Foundation Level certification.

Experience

Work history, roles, and key accomplishments

AC

Software QA Analyst

ACROM

Nov 2025 - Aug 2026 (9 months)

Tested McDonald's restaurant software on physical hardware, including servers, endpoints, and peripherals. Performed image testing and automated processes using Gherkin and AquaLab.

SS

QA Analyst

SecureDen SRL

Nov 2023 - Jul 2025 (1 year 8 months)

Wrote automated web tests in Python with Selenium and scripted recurring functional regression runs across several web platforms. Maintained test suites by fixing broken locators and flaky waits.

Testbirds logoTE

Manual Tester

Testbirds

Nov 2023 - Aug 2024 (9 months)

Crowdtested web and mobile apps on personal devices, logging bugs with reproduction steps, expected vs actual behavior, device/OS details, and screenshots or screen recordings.

Education

Degrees, certifications, and relevant coursework

National University of Political Studies and Public Administration (SNSPA) logoNS

National University of Political Studies and Public Administration (SNSPA)

Master's, Security & Technology (Cybersecurity)

2024 -

Pursuing a Master's degree in Security & Technology (Cybersecurity), with dissertation in progress.

Bucharest University of Economic Studies (ASE) logoBA

Bucharest University of Economic Studies (ASE)

Bachelor's, Management

2020 - 2023

Completed a Bachelor's degree in Management in English.

Tech stack

Software and tools used professionally

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