Ade Kurnia

Key Skills

Software

Scale AI

Toloka

Top Subject Matter

Indonesian Language

Data Labeling and categorizing

RLHF domain

Top Data Types

Text

Image

Audio

Top Task Types

RLHF

Transcription

Evaluation Rating

Segmentation

Freelancer Overview

I’ve been working as an independent contractor on platforms like Outlier and Toloka for a few weeks now. My focus is mainly on the Indonesian market doing things like ranking AI responses, checking if translations actually sound natural, and handling audio transcription. I’m currently in the middle of several onboarding processes and initial tasks, so I’m used to following strict project guidelines and keeping my accuracy scores high. What sets me apart is that I’m not just a native Indonesian speaker, I also have a background in graphic design, web design and data visualization. This helps me be a bit more precise when a project needs logical consistency or a more technical eye.

Labeling Experience

Data Labeling Specialist (Independent Contractor), Toloka (Toloka AI)

TolokaImageEvaluation Rating

As a Data Labeling Specialist for Toloka, I contributed to improving search relevance and content safety for Indonesian queries. My work involved evaluating search results, moderating text and image content, and performing side-by-side AI output comparisons. I followed strict guidelines to ensure the quality and appropriateness of labeled data. • Rated the relevance of search results for Indonesian input. • Labeled and flagged inappropriate or harmful text and image data. • Compared and evaluated alternate AI-generated responses. • Applied project protocols to support model safety and user-focused improvements.

As a Data Labeling Specialist for Toloka, I contributed to improving search relevance and content safety for Indonesian queries. My work involved evaluating search results, moderating text and image content, and performing side-by-side AI output comparisons. I followed strict guidelines to ensure the quality and appropriateness of labeled data. • Rated the relevance of search results for Indonesian input. • Labeled and flagged inappropriate or harmful text and image data. • Compared and evaluated alternate AI-generated responses. • Applied project protocols to support model safety and user-focused improvements.

2026 - Present

AI Task Contributor (Independent Contractor), Outlier (Scale AI)

Scale AITextRLHF

As an AI Task Contributor at Outlier (Scale AI), I evaluated and ranked AI-generated Indonesian text responses to support RLHF projects. My responsibilities included adhering to project guidelines and maintaining high data accuracy standards. I also completed platform-specific training prior to taking on live tasks. • Evaluated Indonesian AI-generated responses for helpfulness and correctness. • Practiced response ranking and text evaluation under RLHF protocols. • Used platform-specific guidelines to ensure culturally sensitive judgment. • Delivered high-fidelity outputs to improve model alignment for Indonesian users.

As an AI Task Contributor at Outlier (Scale AI), I evaluated and ranked AI-generated Indonesian text responses to support RLHF projects. My responsibilities included adhering to project guidelines and maintaining high data accuracy standards. I also completed platform-specific training prior to taking on live tasks. • Evaluated Indonesian AI-generated responses for helpfulness and correctness. • Practiced response ranking and text evaluation under RLHF protocols. • Used platform-specific guidelines to ensure culturally sensitive judgment. • Delivered high-fidelity outputs to improve model alignment for Indonesian users.

2026 - Present

Education

Work History