Key Skills

Software

Clickworker

CloudFactory

CrowdSource

CVAT

Dataloop

Figure Eight

iMerit

Labelbox

Label Studio

Mercor

OneForma

Telus

Internal/Proprietary Tooling

Top Subject Matter

No subject matter listed

Top Data Types

Audio

Image

Video

Top Task Types

Bounding Box

Classification

Entity Ner Classification

Prompt Response Writing SFT

Translation Localization

Freelancer Overview

Completed more than 60,000 tasks including image quality compare, prompt creation, pattern extraction, Audio Transcript ES, Video review, Entity tagging. Performed daily preference ranking of hundreds of multimodal AI outputs (images, audio, and video) against prompts to evaluate model performance and alignment. Applied systematic comparative judgment techniques to assess relevance, quality, and coherence of generative model outputs, ensuring consistent evaluation across diverse modalities. Maintained high accuracy and throughput in large-scale annotation workflows, contributing to reliable training data for model fine-tuning and preference optimization. Supported quality Assessment Audits. Collaborated with cross-functional AI teams to identify quality trends and provide actionable feedback for improving multimodal generative capabilities. Utilized specialized labeling platforms and guidelines to ensure precise annotation, supporting preference-based reinforcement learning and human feedback loops.

Labeling Experience

Education

Work History