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Z

Zhen Liu

Intermedia & Visual Strategy Creative Director – Generative AI Workflow Evaluator & Human-in-the-Loop Specialist

NETHERLANDS flag
Amsterdam, Netherlands
$20.00/hrEntry LevelOther

Key Skills

Software

Other

Top Subject Matter

Generative AI
Visual Arts
Multimodal AI

Top Data Types

ImageImage

Top Task Types

Text Generation
Data Collection

Freelancer Overview

Intermedia & Visual Strategy Creative Director – Generative AI Workflow Evaluator & Human-in-the-Loop Specialist. Brings 16+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Master of Fine Arts, China Academy of Art (2014). AI-training focus includes data types such as Image and labeling workflows including Evaluation and Rating.

Entry LevelEnglishChinese Mandarin

Labeling Experience

Intermedia & Visual Strategy Creative Director – Generative AI Workflow Evaluator & Human-in-the-Loop Specialist

OtherImage
Provided high-precision Human-in-the-Loop (HITL) feedback for Multimodal AI training workflows involving generative image models. Evaluated digital assets generated by tools like Midjourney and Stable Diffusion to identify and annotate visual inconsistencies or edge-case anomalies. Supported RLHF (Reinforcement Learning from Human Feedback) optimization through expert-level aesthetic and logical evaluations. • Detected anatomical inaccuracies, lighting issues, and semantic artifacts in AI-generated images • Directed intermedia projects focusing on AI content evaluation and quality assurance • Coordinated generative AI-based rapid prototyping for brand and visual narrative development • Enhanced AI alignment by providing actionable feedback for improvement

Provided high-precision Human-in-the-Loop (HITL) feedback for Multimodal AI training workflows involving generative image models. Evaluated digital assets generated by tools like Midjourney and Stable Diffusion to identify and annotate visual inconsistencies or edge-case anomalies. Supported RLHF (Reinforcement Learning from Human Feedback) optimization through expert-level aesthetic and logical evaluations. • Detected anatomical inaccuracies, lighting issues, and semantic artifacts in AI-generated images • Directed intermedia projects focusing on AI content evaluation and quality assurance • Coordinated generative AI-based rapid prototyping for brand and visual narrative development • Enhanced AI alignment by providing actionable feedback for improvement

2016 - Present

Education

C

China Academy of Art

Master of Fine Arts, Intermedia Arts

Master of Fine Arts
2011 - 2014

Work History

F

Findbeauty Lab

Web3 Investment Researcher & Media Strategist

Amsterdam
2019 - Present
F

Freelance

Intermedia & Visual Strategy Creative Director

N/A
2016 - Present