Vicky Ardis

Key Skills

Software

Data Annotation Tech

Other

Top Subject Matter

AI language understanding

Emotion Domain Expertise

and context

Top Data Types

Text

Image

Video

Top Task Types

Text Generation

Text Summarization

Question Answering

Bounding Box

Freelancer Overview

I work in data labeling and AI training with RWS and DataAnnotation.tech, where I evaluate model outputs, refine datasets, and provide detailed human feedback that helps improve accuracy, reasoning, and alignment. I handle a wide range of tasks, from classification and content evaluation to prompt testing and structured annotation, always focusing on clarity, consistency, and context. Through this work, I’ve developed a strong understanding of how high‑quality training data shapes model behavior. I’m comfortable spotting patterns, correcting errors, and delivering clean, reliable annotations that support large‑scale model improvement. My attention to detail and communication skills help ensure the AI systems I train become more capable, safe, and useful across real‑world applications.

Labeling Experience

AI Trainer – Data Annotation (RWS)

OtherImageClassification

At RWS, I perform data labeling and annotation to increase AI accuracy and reliability. I am responsible for reviewing, scoring, and refining AI outputs with emphasis on factual accuracy and clarity. Additionally, I provide constructive feedback to guide improvements in prompts and task instructions. • Annotated and labeled language data to aid model performance • Reviewed and refined AI-generated outputs for accuracy • Enhanced prompt and instruction clarity through detailed feedback • Assisted in iterative task design for language model development

At RWS, I perform data labeling and annotation to increase AI accuracy and reliability. I am responsible for reviewing, scoring, and refining AI outputs with emphasis on factual accuracy and clarity. Additionally, I provide constructive feedback to guide improvements in prompts and task instructions. • Annotated and labeled language data to aid model performance • Reviewed and refined AI-generated outputs for accuracy • Enhanced prompt and instruction clarity through detailed feedback • Assisted in iterative task design for language model development

2025 - Present

AI Trainer – Data Annotation (DataAnnotation.Tech)

Data Annotation TechTextText Generation

As an AI Trainer at DataAnnotation.Tech, I focus on data annotation to improve AI model understanding. My responsibilities include evaluating AI outputs for tone, accuracy, and relevance. I contribute to prompt engineering and support generative AI advancements. • Trained datasets to enhance AI comprehension of language, emotion, and context • Evaluated and refined generated content for accuracy and tone • Applied creative and analytical approaches to support machine learning • Improved prompt quality and generative AI capabilities

As an AI Trainer at DataAnnotation.Tech, I focus on data annotation to improve AI model understanding. My responsibilities include evaluating AI outputs for tone, accuracy, and relevance. I contribute to prompt engineering and support generative AI advancements. • Trained datasets to enhance AI comprehension of language, emotion, and context • Evaluated and refined generated content for accuracy and tone • Applied creative and analytical approaches to support machine learning • Improved prompt quality and generative AI capabilities

2025 - Present

Education

Work History