Petr Shem C.

Key Skills

Software

Other

Top Subject Matter

AI-generated content quality assurance and annotation (text/audio/image/video)

English language instruction (AI-tutoring style language guidance)

Legal Services & Contract Review

Top Data Types

Text

Video

Audio

Top Task Types

Text Summarization

Evaluation/Rating

Transcription

Text Generation

Data Collection

Freelancer Overview

Freelance AI Content Annotator — Quality Assurance on AI-generated content (Outlier.ai). Brings 7+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Outlier.ai and Other. Education includes Master of Ministry in Youth Studies, Alliance Graduate School (2026) and Bachelor of Arts in English, Mindanao State University (2019). AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Text Summarization.

Labeling Experience

Freelance AI Content Annotator — Quality Assurance on AI-generated content (Outlier.ai)

Text

Performed QA reviews on AI-generated content across multiple modalities, ensuring outputs meet guidelines for accuracy and clarity. Edited and refined AI outputs to improve tone, structure, readability, and user-facing coherence. Identified inconsistencies, missing context, and ambiguous phrasing to enhance overall quality. • Reviewed AI-generated text for guideline compliance and logical flow • Refined content for clarity, tone, accuracy, and readability • Performed transcription of AI-generated audio into structured, grammatically correct text with tagging • Compared multiple AI responses and provided detailed feedback for improvement

2026 - Present

Online ESL Teacher (Part-Time) — tutoring for clarity and comprehension (Linguage Inc.)

OtherTextText Summarization

Delivered structured ESL instruction focused on improving learner clarity, comprehension, and communication. Simplified complex language concepts into clear, easy-to-understand explanations aligned to student needs. Adapted tone and communication style for different learning levels to support effective learning outcomes. • Created and delivered structured lessons and learning materials • Improved readability and clarity of explanations for comprehension • Adapted teaching tone and communication style based on learners • Supported communication development through structured activities

2025 - Present

Education

Work History