Marion W.

Key Skills

Software

Labelbox

Scale AI

Top Subject Matter

Multimodal AI

Multimedia AI training

AI data quality assurance

Top Data Types

Audio

Image

Video

Top Task Types

Object Detection

Classification

AI Trainer Overview

Multimodal AI data evaluation and annotation. Brings 6+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal, Proprietary Tooling, and Labelbox. Education includes Master's, Colorado State University (2020). AI-training focus includes data types such as Audio, Image, and Video and labeling workflows including Evaluation, Rating, and Object Detection.

Labeling Experience

11/

LabelboxImageClassification

No description provided.

2021 - Present

Digital Annotation Specialist - CogniData Labs

Scale AIVideoClassification

Reviewed, assessed, and annotated multimedia artifacts for large-scale AI training efforts, including over 10,000 audio files, 50,000 images, and 5,000 video clips. Performed side-by-side comparative analysis of AI-generated outputs, including images produced by Stable Diffusion and audio produced by GPT, evaluating realism, logical coherence, and overall visual/audio appeal. Tagged and annotated objects, scenes, actions, and auditory events in video and audio files. Followed detailed project guidelines, achieving a 98%+ quality assurance rate while maintaining fidelity for a team of 10 annotators. Participated in a project that improved multimodal AI model reliability by 15% through reduced output errors.

2021 - Present

Annotation quality assurance and consistency review

Audio

Quality assurance and consistency review of annotations against project guidelines.

2021 - Present

Audio and video event annotation

LabelboxAudioObject Detection

Annotation of objects, scenes, actions, and auditory events in multimedia files.

2021 - Present

Multimodal AI data evaluation and annotation

Audio

Side-by-side comparative analysis of AI-generated images and audio, evaluating realism, logical coherence, and overall visual/audio appeal.

2021 - Present

Education

Work History