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Samuel O.

Samuel O.

AI Generalist

United Kingdom flagBrighton, United Kingdom

Key Skills

Software

No software listed

Top Subject Matter

research
business
project management

Top Data Types

ImageImage
VideoVideo
TextText

Top Task Types

Text SummarizationText Summarization
Emotion RecognitionEmotion Recognition
Object DetectionObject Detection
Action RecognitionAction Recognition
ClassificationClassification
Question AnsweringQuestion Answering

Freelancer Overview

I have experience contributing to AI training and evaluation projects as an AI Generalist. Through my work with Outlier AI, I completed a series generalist projects, onboarding programme, Aether Generalist onboarding, and Communication Assessment, which involved evaluating AI-generated responses for quality, accuracy, reasoning, instruction-following, and communication effectiveness. This experience required applying detailed guidelines to assess model outputs, identify errors, compare alternative responses, and provide structured feedback to improve model performance. I developed strong skills in critical thinking, fact-checking, content evaluation, and maintaining consistency across diverse task types. In addition to my AI training experience, I bring a strong analytical and research background gained through professional and academic roles in data analysis, operations management, procurement, and postgraduate research. My work has involved reviewing large volumes of information, categorising and validating data, identifying patterns and inconsistencies, and ensuring high standards of quality and accuracy. Combined with my experience evaluating AI-generated content, these skills enable me to contribute effectively to data annotation, prompt evaluation, response ranking, content moderation, quality assurance, and other AI model training tasks. I am comfortable working with complex instructions, meeting quality benchmarks, and delivering accurate, detail-oriented results in fast-paced remote environments.

Labeling Experience

I have exposure to AI data annotation, response evaluation, quality assessment and reinforcement learning from human fee

I have exposure to AI data annotation, response evaluation, quality assessment and reinforcement learning from human feedback- style tasks.

Not specified

Education

M

MA Food and Development - University of Sussex, UK MBA - Netherlands Business School

Degree not specified

Not specified
Not specified

Work History

C

Company not specified

AI Generalist - Outlier AI - Applied detailed project guidelines to assess and improve model response - Evaluated AI-gen

Location not specified
Not specified