Adriana Popa
@adrianapopa
AI training specialist at AWS evaluating model outputs and refining prompts across multiple domains.
What I'm looking for
At Amazon Web Services (AWS), I create and review AI training content, evaluate model outputs, and assess image quality. My work includes writing product descriptions from images and details and supporting accuracy, coherence, and contextual understanding.
At Wrike, I reviewed AI-generated coding solutions for accuracy, performance, clarity, and engineering practices, and provided reasoning for solution rankings. At Accenture, I evaluated coding-agent interactions, including scenarios involving LLM API integrations.
At BRD - Groupe Societe Generale, I developed test scenarios, tested new functionality, and reported and monitored bugs. I'm open to AI training roles, collaborations, and opportunities in AI and NLP.
Experience
Work history, roles, and key accomplishments
Contents Analyst / Valuation Specialist
Aug 2020 - Present (6 years 3 months)
Write product descriptions based on images and details, evaluate and rate image quality, design and review AI prompts and responses, and test AI models for bias and reliability.
Certified Public Accountant
Self-employed
Mar 2011 - Present (15 years 8 months)
Self-employed certified public accountant providing accounting services.
Review and compare AI-produced coding solutions, assess accuracy and performance, detect defects and security risks, and improve generated code to production-ready standards.
Evaluate quality of interactions with AI coding agents like OpenAI Codex and Claude Code, assess behavior in real-world scenarios, and review code.
Create, refine, and test prompts to improve AI performance, label text, images, audio, or video for AI training, and perform bug reporting and regression testing.
AI Training and Evaluation Specialist
Outlier
Aug 2024 - Sep 2025 (1 year 1 month)
Design and review AI prompts and responses, evaluate model outputs for accuracy and coherence, test AI models for bias, and validate multilingual AI datasets.
Design and build AI-driven backend solutions, develop Python applications, create ML pipelines, implement LLM features, and own end-to-end delivery of AI solutions.
Lead Software Test Engineer
BRD - Groupe Societe Generale
Feb 2019 - Dec 2021 (2 years 10 months)
Define test scenarios according to functional specifications, test new functionalities, report bugs, and ensure they are fixed. Estimate, prioritize, and plan testing activity.
Information Technology Services Specialist
Sep 2016 - Dec 2018 (2 years 3 months)
Provided IT services and support at Tremend Software Consulting.
Senior accountant at Deloitte in Bucharest, Romania.
Computed and reviewed corporate income tax, withholding tax, and deferred tax regarding IFRS transactions. Conducted tax audits and handled tax cases.
Education
Degrees, certifications, and relevant coursework
Adriana hasn't added their education
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Tech stack
Software and tools used professionally
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