Ayush Bhardwaj

Key Skills

Software

Clickworker

CrowdSource

Remotasks

SuperAnnotate

Scale AI

Data Annotation Tech

Top Subject Matter

No subject matter listed

Top Data Types

Computer Code Programming

Image

Text

Top Task Types

Data Collection

Evaluation Rating

Prompt Response Writing SFT

Freelancer Overview

I have hands-on experience in data annotation and AI training data preparation, working extensively with text, image, and video datasets. I have contributed to large-scale projects by accurately labeling data following detailed guidelines, ensuring high levels of consistency, quality, and integrity essential for training robust machine learning models. My work involved tools such as Labelbox, Scale AI, and Appen platforms, where I collaborated with project managers to clarify edge cases, improve annotation workflows, and maintain high annotation accuracy rates. What sets me apart is my deep attention to detail, ability to adapt quickly to new labeling standards, and strong communication skills. I have worked on projects spanning search relevance evaluation, product categorization, content moderation, and natural language processing (NLP) tasks. My background in technical writing and quality inspection also strengthens my ability to document processes clearly and deliver precise, actionable data that drives smarter AI systems.

Labeling Experience

Data annotation/labelling

Data Annotation TechTextEvaluation RatingData Collection

Annotated text, images, and video data for AI and ML projects, ensuring data accuracy and quality standards. Followed complex guidelines to maintain consistency and integrity across varied annotation tasks. Communicated effectively with project managers to report ambiguities and suggest improvements.

Annotated text, images, and video data for AI and ML projects, ensuring data accuracy and quality standards. Followed complex guidelines to maintain consistency and integrity across varied annotation tasks. Communicated effectively with project managers to report ambiguities and suggest improvements.

2022 - 2024

Education

Work History