Israel O.

Key Skills

Software

Clickworker

Top Subject Matter

Technology / Software

Content & Communication

Research & Information

Top Data Types

Text

Document

Top Task Types

Text Summarization

Question Answering

Text Generation

Object Detection

Freelancer Overview

I have experience working on AI training and data labeling projects involving text, image, audio, and video data. My work includes data annotation, transcription, response evaluation, prompt assessment, content categorization, and AI output review. I have contributed to projects that support the training and improvement of machine learning models by ensuring datasets are accurate, consistent, and aligned with project guidelines. My background in technology, combined with strong attention to detail and analytical thinking, enables me to deliver high-quality work across diverse AI tasks. I am comfortable working with complex instructions, maintaining data quality standards, and adapting to different project requirements while meeting deadlines in remote and collaborative environments.

Labeling Experience

AI Text Transcription and Data Preparation

TextTranscription

Processed and structured raw text data into machine-learning-ready datasets, ensuring accuracy, consistency, and adherence to formatting guidelines. Prepared and organized text inputs to support model training and evaluation workflows.

2026 - Present

AI Data Labeling and Annotation Tasks

TextEvaluation/Rating

Worked on AI data labeling and evaluation tasks focused on assessing and rating AI-generated responses for accuracy, relevance, and quality. Evaluated model outputs using structured guidelines, including comparative judgment of responses and rating-based assessments. Also supported text classification and transcription tasks to contribute to structured datasets used in machine learning training and improvement.

2026 - Present

AI Text Labeling and Classification

TextClassification

Worked on AI data labeling tasks focused on text classification, categorization, and transcription. Followed structured guidelines to assign accurate labels to text data used for machine learning training. Ensured consistency, correctness, and adherence to annotation rules while preparing high-quality datasets for model development and evaluation.

2025 - 2026

Education

Work History