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Awona Marcia Mbixane

Awona Marcia Mbixane

Online Task Worker – Data Labeling & AI Evaluation

South Africa flagDurban, South Africa
$10.00/hrIntermediateToloka

Key Skills

Software

TolokaToloka

Top Subject Matter

AI/Natural Language Processing

Top Data Types

TextText

Top Task Types

ClassificationClassification
Bounding BoxBounding Box
Point/Key PointPoint/Key Point
Object DetectionObject Detection
Text GenerationText Generation
Question AnsweringQuestion Answering
Text SummarizationText Summarization
RLHFRLHF
Fine-tuningFine-tuning
Evaluation/RatingEvaluation/Rating

Freelancer Overview

Online Task Worker – Data Labeling & AI Evaluation. Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Toloka. Education includes Certificate in Teaching English as a Foreign Language, Teacher Record (2024) and High School Diploma, N/A (2024). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

IntermediateEnglishXhosaZulu

Labeling Experience

Toloka

Online Task Worker – Data Labeling & AI Evaluation

TolokaText
As an online task worker, I completed data labeling and AI response evaluation tasks through platforms such as Toloka and Clickworker. My work involved assessing and tagging text-based data for accuracy and relevance according to strict guidelines. I consistently maintained high accuracy and attention to detail while working under deadlines. • Conducted quality checks of AI-generated responses • Labeled data for natural language processing projects • Evaluated appropriateness, consistency, and fluency of content • Used structured instructions to ensure reliable results

As an online task worker, I completed data labeling and AI response evaluation tasks through platforms such as Toloka and Clickworker. My work involved assessing and tagging text-based data for accuracy and relevance according to strict guidelines. I consistently maintained high accuracy and attention to detail while working under deadlines. • Conducted quality checks of AI-generated responses • Labeled data for natural language processing projects • Evaluated appropriateness, consistency, and fluency of content • Used structured instructions to ensure reliable results

2024 - Present

Education

T

Teacher Record

Certificate in Teaching English as a Foreign Language, Teaching English as a Foreign Language

Certificate in Teaching English as a Foreign Language
2024 - 2024
O

Oxbridge Academy

Business Management, Business Study

Business Management
2016 - 2018

Work History

F

Freelance

Content Reviewer and Writer

Durban
2024 - Present
G

Goodreads

Book Reviewer

Durban
2024 - 2024