Muhammad Y.

Key Skills

Software

Other

iMerit

Labelbox

OneForma

Scale AI

Telus

Top Subject Matter

Indonesian language quality

Localization Domain Expertise

and LLM response training

Top Data Types

Image

Text

Video

Audio

Top Task Types

Evaluation/Rating

Text Generation

Text Summarization

Translation/Localization

Audio Recording

RLHF

Freelancer Overview

Lingustic Post-Editor & AI Trainer (Remote Freelance). Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other, Internal, and Proprietary Tooling. Education includes Bachelor of Science, Universitas Negeri Padang (2022). AI-training focus includes data types such as Text and Audio and labeling workflows including RLHF, Evaluation, and Rating.

Labeling Experience

Advanced AI Data Trainer (Remote Freelance)

OtherText

As an Advanced AI Data Trainer, I evaluated and rated chatbot responses for quality based on clarity, relevance, depth, and instructional value. I compared paired conversations to identify the stronger interaction and maintained judgment consistency across nuanced educational cases. I also worked as a Prompt Engineer to test and assess educational prompts using large language models. • Evaluated chatbot responses for educational effectiveness. • Compared pairs of conversations to determine superior interactions. • Assessed prompts for initiating educational discussions with AI models. • Ensured consistent application of evaluation criteria.

2025 - 2026

Linguistic Post-Editor & AI Trainer (Remote Freelance)

OtherAudioAudio Recording

Worked on culturally relevant Indonesian audio-based question answering and recorded Indonesian audio responses based on given prompts. Listened to Indonesian audio clips and answered related questions in Indonesian to ensure cultural and linguistic appropriateness. Produced high-quality audio outputs aligned with the intended prompt content and target language. • Answered culturally relevant questions from Indonesian audio • Recorded Indonesian audio responses from prompts • Ensured naturalness and appropriateness in spoken output • Supported localization quality for real-life scenarios

2025 - 2025

Linguistic Post-Editor & AI Trainer (Remote Freelance)

OtherTextRLHF

As a Linguistic Post-Editor & AI Trainer, I adapted and evaluated texts to reflect authentic Indonesian communication styles. My tasks included judging text units for contextual appropriateness, editing and ranking Indonesian responses, and providing reasoning in English. Additionally, I transcribed and recorded high-quality audio responses in Indonesian for cultural relevance. • Assessed and edited text for proper context, tone, and fluency. • Ranked and gave feedback on multiple AI-generated Indonesian responses. • Provided linguistic reasoning for revisions in English and Indonesian. • Answered and recorded responses to culturally relevant questions.

2025 - 2025

Education

Work History