Iwani Asri

Key Skills

Software

Scale AI

Top Subject Matter

Malay Language Content Creation

Ads Quality Rating for AI Training

Legal Services & Contract Review

Top Data Types

Text

Document

Top Task Types

Text Generation

Freelancer Overview

Malay Freelance Writer (AI Content Generation). Brings 10+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Scale AI and Welocalize. Education includes Bachelor of Engineering with Honours, Universiti Teknologi Petronas (2019) and Foundation Studies, Universiti Teknologi Petronas (2014). AI-training focus includes data types such as Text and labeling workflows including Text Generation, Evaluation, and Rating.

Labeling Experience

Ads Quality Rater (AI Model Evaluation)

Text

As an Ads Quality Rater at Welocalize Inc., I evaluated online advertisements and search engine results for relevance and cultural appropriateness. My work contributed to the training and improvement of machine learning and AI models for digital advertising and search optimization. The role involved applying analytical skills in both English and Bahasa Melayu to assess and provide feedback on the intent and quality of ad content. • Rated and reviewed advertisements and search results for AI model enhancement. • Assessed ad intent, accuracy, and landing page experience in multiple languages. • Provided written feedback to support ongoing model training efforts. • Maintained high accuracy and adapted to evolving guidelines in a remote setting.

As an Ads Quality Rater at Welocalize Inc., I evaluated online advertisements and search engine results for relevance and cultural appropriateness. My work contributed to the training and improvement of machine learning and AI models for digital advertising and search optimization. The role involved applying analytical skills in both English and Bahasa Melayu to assess and provide feedback on the intent and quality of ad content. • Rated and reviewed advertisements and search results for AI model enhancement. • Assessed ad intent, accuracy, and landing page experience in multiple languages. • Provided written feedback to support ongoing model training efforts. • Maintained high accuracy and adapted to evolving guidelines in a remote setting.

2025 - Present

Malay Freelance Writer (AI Content Generation)

Scale AITextText Generation

As a Malay Freelance Writer for Outlier Scale AI, I created and refined high-quality content in the Malay language for AI data training. My responsibilities included creative writing, proofreading, and fact-checking text data to support AI and NLP applications. The role required strict adherence to project instructions and detailed evaluation to ensure cultural context and accuracy in both written and creative outputs. • Wrote and edited Malay text data to support natural language processing models. • Developed short stories and creative content as prompt and response sets for AI applications. • Evaluated and fact-checked generated text for clarity and correctness. • Collaborated remotely with international project teams to achieve high consistency.

As a Malay Freelance Writer for Outlier Scale AI, I created and refined high-quality content in the Malay language for AI data training. My responsibilities included creative writing, proofreading, and fact-checking text data to support AI and NLP applications. The role required strict adherence to project instructions and detailed evaluation to ensure cultural context and accuracy in both written and creative outputs. • Wrote and edited Malay text data to support natural language processing models. • Developed short stories and creative content as prompt and response sets for AI applications. • Evaluated and fact-checked generated text for clarity and correctness. • Collaborated remotely with international project teams to achieve high consistency.

2025 - Present

Education

Work History