Ahmat F.

Key Skills

Software

Don't disclose

Clickworker

OneForma

Toloka

Telus

Top Subject Matter

Bahasa Indonesia writing quality

AI response evaluation

and preference ranking

Top Data Types

Text

Image

Audio

Top Task Types

Classification

Object Detection

Evaluation/Rating

Transcription

Freelancer Overview

Freelancer (remote micro-tasks and AI response evaluation). Brings 6+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Don't disclose. Education includes Senior High School Diploma, Tanjung Balai Senior High School (2019). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

Freelancer (remote micro-tasks and AI response evaluation)

Don't discloseText

Handled AI response evaluation and quality judgment tasks by reviewing outputs for factuality, fluency, locality, and usefulness. Performed text rewriting and improvement to turn unnatural or machine-generated Indonesian into natural phrasing. Ranked responses based on preference and quality criteria for remote online assignments. • Evaluated Indonesian text quality for grammar and clarity • Applied preference ranking to select better responses • Rewrote prompts/responses into natural Indonesian • Reviewed outputs for awkwardness and machine-like phrasing

2021 - 2025

Education

Work History