George N.

Key Skills

Software

Remotasks

Toloka

Clickworker

Other

Top Subject Matter

Audio transcription and evaluation of AI outputs

Content review

text categorization

Top Data Types

Audio

Text

Image

Top Task Types

Transcription

Freelancer Overview

Freelance Data & Transcription Contributor | Various Online Platforms. Brings 2+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Remotasks, Toloka, and Clickworker. Education includes Diploma in Information Technology, Georgian Technical University (2024). AI-training focus includes data types such as Audio and Text and labeling workflows including Transcription, Evaluation, and Rating.

Labeling Experience

Freelance Data & Transcription Contributor | Various Online Platforms

RemotasksAudioTranscription

Served as a freelance data & transcription contributor performing audio transcription and related annotation tasks with consistent accuracy. Worked across many audio recordings with varied accents and audio conditions while adhering to detailed style guides and platform instructions. Applied careful judgment to produce honest, high-quality outputs that met or exceeded platform thresholds. • Transcribed audio across diverse accents and audio conditions, achieving accuracy above platform requirements • Followed detailed style guides and learned new annotation schemas quickly • Performed survey/data collection tasks requiring careful reading, categorization, and honest responses • Rated AI-generated responses for tone, factual correctness, and helpfulness for a real person

2022 - Present

Content Reviewer & Online Task Specialist | Freelance / Self-Employed

OtherText

Worked as a freelance content reviewer and online task specialist, applying rubric-based evaluation and consistent text categorization. Focused on sorting text into predefined labels and providing specific feedback to improve AI-generated responses. Completed large numbers of micro-task batches while avoiding low-quality rushing. • Reviewed written content for clarity and grammar using rubric-based feedback • Categorized large volumes of text into predefined categories, emphasizing label consistency • Wrote honest, specific feedback on AI-generated outputs to improve model responses • Completed hundreds of micro-task data batches across multiple platforms

2021 - 2022

Education

Work History