Summary
Overview
Work history
Education
Skills
Timeline
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Ortal Elfenbein

Jerusalem,Jerusalem

Summary

Detail-oriented and highly accurate data annotation specialist with over 4 years of experience in document labelling content review, and AI training data projects. Native Hebrew speaker with deep familiarity with Israeli document formats and form structures. Proven ability to meet strict quality standards productivity targets and project deadlines while working independently in remote environments.

Overview

6
6
years of professional experience

Work history

Data Annotation Specialist

Appen Limited
Tel Aviv, Israel , Israel
2022.03 - Current
  • Annotated large volumes of documents, images, and form-based data to support machine learning model training across multiple AI projects.
  • Drew precise bounding boxes around form elements including text fields, checkboxes, radio buttons, and field groups using web-based annotation tools.
  • Applied structured labeling taxonomies and classification schemes according to detailed project guidelines consistently achieving quality scores above 97%.
  • Reviewed and validated annotations submitted by other team members to ensure labeling accuracy and consistency across datasets.
  • Participated in onboarding, guideline reviews and calibration sessions to align annotation standards across distributed teams.

Managed personal task queues and met daily and weekly productivity targets while working independently in a remote setting.

Content Reviewer & Labeling Analyst

Telus International AI
Tel Aviv, Israel , Israel
2020.06 - 2022.02
  • Performed Hebrew language content review and data labeling tasks for NLP and document recognition AI models targeting the Israeli market.
  • Tagged key form elements including input fields, labels, section headers, and signature blocks with high precision to enhance data accuracy.
  • Interpreted and classified a wide range of Israeli government banking and commercial forms to support document digitization projects.
  • Collaborated with quality assurance teams to resolve edge cases and refine annotation guidelines, improving overall project quality.
  • Recorded completed tasks and reported quality issues or ambiguities to project supervisors promptly, ensuring project integrity.
  • Successfully completed multiple qualification assessments and language certifications required for Hebrew specific annotation projects.

Education

Bachelor of Arts - Bachelor of Arts in Linguistics

Tel Aviv University
Tel Aviv, Israel

Skills

  • Data Annotation
  • Bounding Box
  • Labeling
  • Form Recognition
  • Document Classification
  • Attention to Detail
  • Quality Assurance
  • Web-Based Tools
  • Remote Work
  • Hebrew (Native)
  • English (Fluent)
  • Task Management
  • AI Training Data

Timeline

Data Annotation Specialist

Appen Limited
2022.03 - Current

Content Reviewer & Labeling Analyst

Telus International AI
2020.06 - 2022.02

Bachelor of Arts - Bachelor of Arts in Linguistics

Tel Aviv University
Ortal Elfenbein