Aaron Itur

Key Skills

Software

CVAT

iMerit

Remotasks

Other

Top Subject Matter

Computer Vision

Legal Services & Contract Review

Regulatory Compliance & Risk Analysis

Top Data Types

Video

Image

Text

Document

Top Task Types

Bounding Box

Classification

Polygon

Segmentation

Point/Key Point

Polyline

Cuboid

Transcription

Red Teaming

Computer Programming/Coding

Freelancer Overview

Video Frame Annotator for Object Detection. Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include CVAT. Education includes Bachelor of Science, Kenya College of Accounting University (2024) and Certificate, United States International University (2023). AI-training focus includes data types such as Video and Image and labeling workflows including Bounding Box and Classification.

Labeling Experience

Image Dataset Quality Control Reviewer

CVATImageClassification

I reviewed image datasets for labeling errors and inconsistencies to ensure data quality for AI applications. I systematically documented annotation issues and provided actionable suggestions for improvement. My efforts were integral to developing cleaner, more reliable training datasets. • Performed quality control on annotated image data • Identified and corrected labeling discrepancies • Recommended improvements for better annotation outcomes • Helped support effective computer vision model training

I reviewed image datasets for labeling errors and inconsistencies to ensure data quality for AI applications. I systematically documented annotation issues and provided actionable suggestions for improvement. My efforts were integral to developing cleaner, more reliable training datasets. • Performed quality control on annotated image data • Identified and corrected labeling discrepancies • Recommended improvements for better annotation outcomes • Helped support effective computer vision model training

2024 - 2024

Video Frame Annotator for Object Detection

CVATVideoBounding Box

I annotated video frames with bounding boxes for object detection tasks using open-source annotation tools. I maintained consistency, accuracy, and strict adherence to labeling guidelines throughout the process. My work contributed directly to preparing high-quality data for computer vision model training. • Labeled objects frame-by-frame to support robust AI training • Followed detailed labeling protocols for dataset quality • Utilized tools suitable for video annotation workflows • Practiced quality assurance for accurate annotations

I annotated video frames with bounding boxes for object detection tasks using open-source annotation tools. I maintained consistency, accuracy, and strict adherence to labeling guidelines throughout the process. My work contributed directly to preparing high-quality data for computer vision model training. • Labeled objects frame-by-frame to support robust AI training • Followed detailed labeling protocols for dataset quality • Utilized tools suitable for video annotation workflows • Practiced quality assurance for accurate annotations

2024 - 2024

Education

Work History