Emmanuel Murphy

Key Skills

Software

Mercor

Top Subject Matter

Generative AI

Llms Domain Expertise

Computer Vision

Top Data Types

Image

Text

Audio

Top Task Types

Transcription

Freelancer Overview

Generative AI Trainer & Data Annotation Specialist. Brings 1+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Mercor and Prolific. AI-training focus includes data types such as Image, Text, and Audio and labeling workflows including Evaluation, Rating, and Transcription.

Labeling Experience

Generative AI Trainer & Data Annotation Specialist

MercorImage

As a Generative AI Trainer & Data Annotation Specialist at Mercor, I evaluated and improved both LLM and computer vision model outputs. Tasks included catching hallucinations, resolving complex edge cases, and providing direct RLHF feedback to engineering teams. I worked on projects with high data integrity standards and multimodal content. • Evaluated and corrected large-language model and image outputs. • Detected and flagged hallucinations and ambiguous cases. • Provided RLHF feedback to refine generative AI datasets. • Maintained data integrity and quality across multimodal projects.

As a Generative AI Trainer & Data Annotation Specialist at Mercor, I evaluated and improved both LLM and computer vision model outputs. Tasks included catching hallucinations, resolving complex edge cases, and providing direct RLHF feedback to engineering teams. I worked on projects with high data integrity standards and multimodal content. • Evaluated and corrected large-language model and image outputs. • Detected and flagged hallucinations and ambiguous cases. • Provided RLHF feedback to refine generative AI datasets. • Maintained data integrity and quality across multimodal projects.

2025 - Present

Independent Research Contributor (AI Data Operations)

AudioTranscription

As an Independent Research Contributor with Prolific, I completed high-volume AI operations work, especially data annotation and research tasks. I focused on a wide variety of data, including audio transcription, speech classification, and text sentiment analysis. Delivering projects with near-perfect accuracy, I ensured detailed attention in a fast-paced remote setting. • Completed over 2,200 audio, speech, and text annotation tasks. • Performed detailed transcription and sentiment analysis labeling. • Maintained exceptionally high approval ratings for quality and accuracy. • Managed large task volumes in a remote, independent manner.

As an Independent Research Contributor with Prolific, I completed high-volume AI operations work, especially data annotation and research tasks. I focused on a wide variety of data, including audio transcription, speech classification, and text sentiment analysis. Delivering projects with near-perfect accuracy, I ensured detailed attention in a fast-paced remote setting. • Completed over 2,200 audio, speech, and text annotation tasks. • Performed detailed transcription and sentiment analysis labeling. • Maintained exceptionally high approval ratings for quality and accuracy. • Managed large task volumes in a remote, independent manner.

2024 - Present

Education

Work History