Viorel User
@vioreluser
I build AI document-review systems and scalable quality automation that make complex software reliable.
RomaniaWhat I'm looking for
At SAP, I built an AI document-review system that audits proposal and contract documents against 100+ governance rules, reducing manual review from days to minutes. I designed a multi-agent LangGraph pipeline for retrieval, validation, scoring, hallucination detection, and structured reporting.
I develop production-ready AI quality workflows using DeepEval, MLflow, Databricks, Python, and pytest, with a focus on reliability, correctness, consistency, and real-world LLM behavior. I also build SAP CAP Node.js services, OData APIs, SAP HANA persistence, and React/SAP UI5 review experiences.
Across IGEL Technology, Cymotive, Software Mind, BRD, Grid Dynamics, Capgemini, and ACROM, I've built automation frameworks and CI/CD quality gates for OS, automotive, betting, banking, ecommerce, aerospace, and food systems. I've reduced automated execution time by 70% and manual test execution from 30 minutes to 3 minutes.
Experience
Work history, roles, and key accomplishments
Built an AI document review system on SAP BTP to audit proposal and contract documents against 100+ governance rules, reducing manual review effort from days to minutes. Designed multi-agent LangGraph pipeline for document intake, retrieval, rule validation, scoring, hallucination detection, and structured HTML/PDF reporting.
Designed and implemented a scalable test automation framework from the ground up, including test infrastructure setup and CI/CD integration. Automated validation for IGEL OS 11+ and 12+, covering OS installation, upgrade/downgrade scenarios, and configuration consistency checks.
Senior QA Automation Engineer – Automotive
Cymotive
Nov 2023 - Nov 2024 (1 year)
Designed, documented, and maintained scalable automation frameworks using Python and Robot Framework. Led process improvements across Agile delivery, implementing shift-left testing and reducing defect resolution time.
Owned and maintained the automation framework, ensuring long-term stability aligned with rapid product evolution. Implemented quality gates and shift-left testing strategies across CI pipelines, reducing automated test execution time by 70%.
Developed UI and API automation frameworks for a legacy monolith and integrated tests into CI pipelines.
QA Automation Engineer – Banking
BRD
Apr 2021 - May 2022 (1 year 1 month)
Built a comprehensive UI automation framework using Python and Selenium based on manual scenarios and edge cases. Developed an internal web tool that reduced manual test execution time from 30 minutes to 3 minutes.
Built UI automation and POC frameworks for web and mobile applications in regulated environments.
QA Automation Engineer – Food
ACROM
Jan 2019 - Jan 2020 (1 year)
Improved system stability and performance through UI automation framework development.
Education
Degrees, certifications, and relevant coursework
University Politehnica of Bucharest
Master in Management, Management
2014 - 2016
Master in Management from the University Politehnica of Bucharest from 2014 to 2016.
University Politehnica of Bucharest
Bachelor of Engineering, Food Engineering
2010 - 2014
Bachelor of Engineering in Food Engineering from the University Politehnica of Bucharest from 2010 to 2014.
Saïd Business School, University of Oxford
Oxford Artificial Intelligence Programme, Artificial Intelligence
Completed the Oxford Artificial Intelligence Programme at Saïd Business School, University of Oxford.
Availability
Location
RomaniaAuthorized to work in
Salary expectations
Social media
Job categories
Skills
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