Samuel M.

Key Skills

Software

Other

Label Studio

Scale AI

Labelbox

CVAT

Prodigy

SuperAnnotate

Encord

Top Subject Matter

General AI/NLP

General Transcription/Multidomain

Customer Service

Top Data Types

Audio

Video

Text

Document

Top Task Types

Transcription

Red Teaming

Computer Programming/Coding

RLHF

Evaluation/Rating

Function Calling

Text Generation

Question Answering

Freelancer Overview

I have over 3 years of experience working on AI training, data labeling, transcription, and annotation projects with platforms like Outlier AI, Rev, and TranscribeMe. I've worked with different types of audios and text datasets, helping improve AI systems through tasks like sentiment analysis, intent labeling, transcription, and quality review, while consistently maintaining high accuracy. What makes me a strong fit is my attention to detail, ability to work independently in remote environments, and experience handling fast-paced AI projects under strict deadlines. I'm also comfortable using AI-assisted tools like Whisper and Sonix, and adapt quickly to new workflows and project requirements.

Labeling Experience

AI Training & Data Annotation Specialist, Outlier AI

OtherAudioTranscription

As an AI Training & Data Annotation Specialist at Outlier AI, I transcribe and review large volumes of English audio data for AI model training. My responsibilities include performing sentiment analysis, speaker labeling, metadata tagging, and intent classification to enhance dataset accuracy. I consistently uphold high-quality standards and ensure thorough evaluation and validation of AI-generated outputs. • Conduct English audio transcription and annotation tasks for AI training. • Perform sentiment and intent classification, speaker labeling, and metadata tagging. • Validate and proofread datasets to improve quality and error detection. • Evaluate AI responses and conduct quality assurance checks.

2023 - Present

Freelance Transcriptionist, Rev

OtherAudioTranscription

As a Freelance Transcriptionist at Rev, I completed over 300 transcription projects across various industries. I produced accurate verbatim and clean verbatim transcripts based on strict guidelines and quality standards. Handling diverse global accents, I consistently achieved top-tier ratings for accuracy and fast delivery. • Transcribe and annotate audio from multiple domains and accents. • Provide both verbatim and clean verbatim transcription. • Maintain high transcription accuracy and timely submissions. • Adhere to comprehensive guidelines for quality and consistency.

2022 - 2024

Data Annotator & Audio Transcriber, TranscribeMe

OtherAudioTranscription

As a Data Annotator & Audio Transcriber at TranscribeMe, I managed high-volume audio transcription and annotation projects. I contributed to AI training data, especially in customer service, medical, and business audio datasets. My commitment to maintaining a 97% quality review score emphasized accurate compliance and performance. • Transcribe and annotate audio data for multiple industries and AI projects. • Consistently deliver annotated datasets with focus on data quality. • Meet fast-paced turnaround times while upholding stringent standards. • Support AI training through diverse, high-quality audio content.

2021 - 2023

Education

Work History