Cynthia O.

Key Skills

Software

Other

Data Annotation Tech

Top Subject Matter

Education/Tutoring (English, Social Studies, SAT, College Counselling)

Legal Services & Contract Review

Regulatory Compliance & Risk Analysis

Top Data Types

Text

Audio

Document

Top Task Types

Question Answering

Text Summarization

Transcription

Freelancer Overview

I am a highly detail-oriented professional with a strong background in Public Administration and over five years of experience in operations and digital education. My expertise lies in high-level linguistic evaluation and content verification, particularly through my work as an Academic Coach. I have a proven track record of analyzing complex academic data, performing quality assurance on educational materials, and providing human-in-the-loop (HITL) feedback to optimize learning outcomes. My ability to translate intricate concepts into structured, logical data points makes me an ideal candidate for RLHF (Reinforcement Learning from Human Feedback) and complex LLM evaluation tasks. What sets me apart is my dual experience in Operations Management and Media Coordination, where I specialized in audio quality control and platform supervision. This background has honed my ability to adhere to strict technical rubrics and maintain 100% accuracy under high-volume workloads. With a Higher National Diploma in Public Administration, I bring a sophisticated understanding of professional and governmental language, allowing me to provide expert-level labeling for business, administrative, and academic datasets. I am committed to delivering high-quality, nuanced data that improves AI reasoning and linguistic precision.

Labeling Experience

Academic Coach (Volunteer), AI Tutoring/Data Training

OtherTextQuestion Answering

As an Academic Coach (Volunteer) with UPchieve, I delivered virtual academic mentorship using advanced digital tools and interactive platforms. I provided targeted SAT/ACT preparation and guided students through English and Social Studies concepts, closely tracking learning outcomes and session performance. My role included offering detailed, actionable feedback for organizational review and remote delivery optimization. • Facilitated engaging, on-demand academic sessions for diverse learners. • Utilized digital tools for real-time collaboration and progress monitoring. • Provided AI-driven guidance in SAT/ACT prep and college application processes. • Maintained high-quality service delivery and session documentation.

2025 - Present

Education

Work History