Sean M.

Key Skills

Software

Internal/Proprietary Tooling

Mercor

Top Subject Matter

No subject matter listed

Top Data Types

Text

Video

Top Task Types

Question Answering

Evaluation/Rating

Freelancer Overview

I am a Senior Video Expert and AI Trainer with over 11 years of experience specializing in data annotation, labeling, and training data workflows for computer vision and generative video models. My background spans AR/VR, motion graphics, and post-production, and I have hands-on expertise with AI video tools like Runway, Sora, and DaVinci Resolve. I have led projects involving the annotation and validation of large-scale video and immersive media datasets, collaborating closely with engineers to enhance model accuracy and data quality. My deep understanding of film principles, creative storytelling, and technical editing allows me to train AI systems on continuity, composition, and visual language, ensuring high-impact, realistic outputs. I am passionate about shaping intelligent video systems and thrive in cross-functional teams focused on advancing the future of AI-driven content.

Labeling Experience

Mercor

MercorVideoEvaluation Rating

▪Annotate and evaluate AI-generated video outputs to improve editing model performance ▪Write and refine creative prompts aligned with professional video production standards ▪Collaborate with AI engineers to validate model comprehension of editing techniques

▪Annotate and evaluate AI-generated video outputs to improve editing model performance ▪Write and refine creative prompts aligned with professional video production standards ▪Collaborate with AI engineers to validate model comprehension of editing techniques

2025

MicroAI

Internal Proprietary ToolingTextQuestion Answering

▪ Annotate and label video and image datasets to train and evaluate video language models ▪ Train AI systems on principles of film: continuity, composition, pacing, and visual storytelling ▪ Review, assess, and critique model performance to improve accuracy, coherence, and realism

▪ Annotate and label video and image datasets to train and evaluate video language models ▪ Train AI systems on principles of film: continuity, composition, pacing, and visual storytelling ▪ Review, assess, and critique model performance to improve accuracy, coherence, and realism

2025

Education

Work History