Cynthia C.

Key Skills

Software

Other

Top Subject Matter

AI Data Quality

LLM training (RLHF / evaluation)

AI safety + quality evaluation

Top Data Types

Image

Audio

Text

Top Task Types

Segmentation

Bounding Box

Text Generation

Question Answering

Evaluation/Rating

Object Detection

Classification

Transcription

Text Summarization

Freelancer Overview

AI Data-Quality Contributor, Handshake AI Fellowship. Brings 5+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Bachelor of Science, University of North Carolina Wilmington (2025) and Associate in Arts, Cape Fear Community College (2022). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

AI Data-Quality Contributor, Handshake AI Fellowship

OtherText

I evaluated data quality to support the development of artificial intelligence models. My work focused on ensuring the accuracy and consistency of structured content across multiple data labeling tasks. I adhered to strict guidelines and confidentiality in all aspects of my AI data-quality assessments. • Evaluated and rated diverse pieces of content for clarity and guideline adherence. • Supported the improvement of AI model training data through consistent evaluations. • Maintained confidentiality and followed established data-handling protocols. • Reviewed and provided feedback on structured text data for ongoing AI projects.

2025 - Present

Outlier

AudioTranscription

Spoke scripted prompts designed to train the model in conversational flow, focusing on natural delivery, tone, and clarity. I followed provided scripts to simulate human dialogue patterns and help the system learn how to respond in contextually appropriate ways. I maintained consistent pacing and articulation to ensure the recordings were usable for training conversational AI behavior.

2026 - 2026

Education

Work History