Ryan Martin

Key Skills

Software

Mercor

Top Subject Matter

No subject matter listed

Top Data Types

Audio

Document

Image

Text

Video

Top Label Types

Bounding Box

Classification

Question Answering

Text Generation

Prompt Response Writing SFT

Freelancer Overview

I have a strong background in data management, workflow automation, and process optimization across industries such as logistics, real estate, and operations. My experience includes managing large datasets, building dashboards, and integrating real-time tracking systems to improve operational efficiency. I am proficient in SQL, Tableau, Power BI, Excel, and Python, and have worked closely with data engineering teams to streamline data collection and analysis. My attention to detail and ability to extract, organize, and analyze data from multiple sources equip me to excel in data labeling and AI training data roles, particularly in domains like logistics, e-commerce, and medical data. I am passionate about supporting high-quality data pipelines that drive accurate machine learning and AI outcomes.

Labeling Experience

Data Labeling Expert

MercorImageBounding BoxClassification

Performed daily preference ranking of hundreds of multimodal AI outputs (images, audio, and video) against prompts to evaluate model performance and alignment. Maintained high accuracy and throughput in large-scale annotation workflows, contributing to reliable training data for model fine-tuning and preference optimization.

Performed daily preference ranking of hundreds of multimodal AI outputs (images, audio, and video) against prompts to evaluate model performance and alignment. Maintained high accuracy and throughput in large-scale annotation workflows, contributing to reliable training data for model fine-tuning and preference optimization.

2025 - 2025

Education

Work History