Lyssa Harper

Key Skills

Software

Appen

CloudFactory

CrowdFlower

Top Subject Matter

No subject matter listed

Top Data Types

Audio

Video

Top Task Types

Audio Recording

Freelancer Overview

I have hands-on experience in data labeling and AI training data across several projects involving search relevance, content evaluation, and annotation tasks. My work has included reviewing text, images, and product listings, applying detailed guidelines, and ensuring accuracy, consistency, and high-quality outputs. I’m familiar with judgment-based annotation, quality metrics, and the importance of precision when building datasets used for machine learning and model benchmarking. I bring strong analytical skills, attention to detail, and the ability to follow complex instructions while maintaining reliability and speed. My background in remote task work and AI-focused projects has strengthened my ability to identify patterns, evaluate content objectively, and deliver consistent results across large volumes of data. I am motivated by contributing to datasets that directly enhance model performance, user experience, and search quality.

Labeling Experience

Video Labeling

CloudfactoryVideoBounding BoxMapping

I worked on video labeling for an autonomous vehicle dataset using CloudFactory, focusing on bounding boxes and mapping tasks. My responsibilities included identifying and annotating vehicles, pedestrians, road signs, and lane features across complex driving scenes. I ensured strict adherence to quality guidelines, maintained high accuracy across large video batches, and contributed to creating reliable data used to train perception models for self-driving systems.

I worked on video labeling for an autonomous vehicle dataset using CloudFactory, focusing on bounding boxes and mapping tasks. My responsibilities included identifying and annotating vehicles, pedestrians, road signs, and lane features across complex driving scenes. I ensured strict adherence to quality guidelines, maintained high accuracy across large video batches, and contributed to creating reliable data used to train perception models for self-driving systems.

2025 - 2025

Education

Work History