Chuks F.

Key Skills

Software

Mindrift

Toloka

AWS SageMaker

Top Subject Matter

Software Engineering – Code Review & Technical Tasks

Data & Analytics – Automation & Workflow Systems

Education – Curriculum & Instructional Content

Top Data Types

Image

Document

Video

Top Task Types

Data Collection

Prompt + Response Writing (SFT)

Transcription

Text Summarization

Classification

Evaluation/Rating

Freelancer Overview

My experience with AI training data comes from a mix of technical and practical work. Through my automation and data projects, I've spent a lot of time handling messy, unstructured data ,cleaning them, organizing them, and making sure they are actually usable. That process has taught me to pay close attention to quality and consistency, which is most importantly needed in Data labeling work. What sets me apart is the engineering background. I don't just label — I understand context. Whether it's code, technical writing, or logic-based tasks, I can evaluate outputs critically and spot subtle errors others might miss. I've also done secondary school teaching, so breaking down complex ideas and applying clear judgment calls is something I'm genuinely comfortable with.

Education

Work History