Fednand M.

Key Skills

Software

Toloka

Clickworker

Other

AWS SageMaker

CVAT

Labelbox

Roboflow

Top Subject Matter

AI Data Annotation & Content Evaluation

Web Research & Information Verification

Online Surveys & Data Classification

Top Data Types

Text

Document

Image

Top Task Types

Classification

Data Collection

Text Summarization

Evaluation/Rating

Transcription

Prompt + Response Writing (SFT)

Segmentation

Bounding Box

Freelancer Overview

Freelance Online Task Worker – Remote (Data classification, web research, and content evaluation). Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Toloka, Clickworker, and Other. Education includes Bachelor of Science, The Technical University of Kenya (TUK) (2024). AI-training focus includes data types such as Text and Document and labeling workflows including Classification and Data Collection.

Labeling Experience

Freelance IT Tutor / Digital Skills Trainer – Kenya

OtherDocumentData Collection

Delivered freelance IT tutoring and digital skills training to improve learners’ ability to work with computer packages and online productivity tools. This supports execution of computer-based labeling workflows by reinforcing consistent task performance and instruction following. Helped trainees understand how to complete online tasks accurately and efficiently.• Training on computer packages and online productivity tools• Digital literacy coaching for instruction following• Support for reliable completion of online microtasks• Reinforcement of quality-focused work habits

2024 - Present

Freelance Online Task Worker – Remote (Data classification, web research, and content evaluation)

TolokaTextClassification

Performed remote data classification and survey/content evaluation tasks following detailed instructions. Conducted web research and content review to verify information and label results accurately. Ensured high-quality outputs through consistency checks and careful guideline-based annotation.• Data classification and survey evaluation• Web/content review and information verification• Guideline-based labeling and consistency checking• Quality assessment of labeled responses

2024 - Present

Education

Work History