Samuel T.

Key Skills

Software

Scale AI

Remotasks

Labelbox

CVAT

Supervisely

Appen

Top Subject Matter

Nlp Domain Expertise

LLM training

linguistic QA

Top Data Types

Text

Audio

Image

Document

Top Task Types

Object Detection

Text Generation

Question Answering

Text Summarization

Data Collection

Classification

Freelancer Overview

Senior Data Annotation Specialist | Freelance/Remote (Global AI Platforms). Brings 9+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Scale AI, RWS, and Remotasks. Education includes RWS, Remotasks, TELUS, Insight Global), Global AI Platforms (Scale AI (2019). AI-training focus includes data types such as Text and Audio and labeling workflows including Evaluation and Rating.

Labeling Experience

Senior Data Annotation Specialist | Freelance/Remote (Global AI Platforms)

Scale AIText

Provided high-accuracy labeled datasets for LLMs and NLP projects across multiple clients and annotation platforms. Evaluated chatbot responses, ranked completions, and labeled linguistic intent and sentiment to support model improvement. Performed search relevance evaluations for query intent, SERP ranking, and content classification with strong QA compliance. • LLM/NLP response evaluation and completion ranking • Linguistic intent and sentiment labeling • Search relevance and content classification • QA compliance and consistency improvements

2019 - Present

AI Content Evaluator | RWS / Appen / TELUS International (Remote)

Audio

Rated and ranked AI-generated responses for conversational models to improve coherence and tone consistency. Conducted linguistic and contextual QA reviews on translation datasets to ensure grammatical accuracy and cultural appropriateness. Participated in search engine evaluation projects, and transcribed/annotated multilingual audio datasets to support speech-to-text model improvement. • Conversational response rating and ranking • Translation/localization QA reviews • Search engine evaluation judgment data • Multilingual audio transcription and annotation

2018 - 2019

Education

Work History