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Amanda Reif

Artificial Intelligence Consultant – Outlier.AI (Freelance)

Sweden flagMarbella, Sweden
$28.00/hrIntermediateOther

Key Skills

Software

Other

Top Subject Matter

Swedish language
Culture Domain Expertise
and general knowledge

Top Data Types

TextText
AudioAudio

Top Task Types

RLHF
Classification
Text Generation
Question Answering
Text Summarization
Fine Tuning
Evaluation Rating
Transcription

Freelancer Overview

Artificial Intelligence Consultant – Outlier.AI (Freelance). Brings 8+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Diploma, IHM Business School (2027) and Certificate, Stockholm University (2025). AI-training focus includes data types such as Text and labeling workflows including RLHF.

IntermediateEnglishSpanishSwedish

Labeling Experience

LLM Generalist DataAnnotation

TextRLHF
Evaluate and improve large language models through structured prompt engineering, response analysis, and multi-turn conversational testing. Design evaluation rubrics and apply detailed quality standards to assess model reasoning, factual accuracy, instruction following, and safety compliance. Perform end-to-end task evaluations, including reviewing annotations produced by other contributors, identifying major model failures, and documenting edge cases that impact model reliability. Generate targeted prompts to stress-test model behavior and surface systematic weaknesses.

Evaluate and improve large language models through structured prompt engineering, response analysis, and multi-turn conversational testing. Design evaluation rubrics and apply detailed quality standards to assess model reasoning, factual accuracy, instruction following, and safety compliance. Perform end-to-end task evaluations, including reviewing annotations produced by other contributors, identifying major model failures, and documenting edge cases that impact model reliability. Generate targeted prompts to stress-test model behavior and surface systematic weaknesses.

2026 - Present

Artificial Intelligence Consultant – Outlier.AI (Freelance)

OtherTextRLHF
As an Artificial Intelligence Consultant at Outlier.AI, I was involved in training advanced AI models with a focus on the Swedish language, culture, and practices. My primary responsibilities were to refine model performance, improve linguistic accuracy, and ensure the generation of culturally relevant outputs. I contributed to rubric creation and model evaluation across various projects. • Refined advanced model outputs aligned to Swedish context • Developed and implemented evaluation rubrics for AI models • Ensured linguistic and cultural relevance in AI responses • Improved AI model quality through hands-on assessment and fine-tuning.

As an Artificial Intelligence Consultant at Outlier.AI, I was involved in training advanced AI models with a focus on the Swedish language, culture, and practices. My primary responsibilities were to refine model performance, improve linguistic accuracy, and ensure the generation of culturally relevant outputs. I contributed to rubric creation and model evaluation across various projects. • Refined advanced model outputs aligned to Swedish context • Developed and implemented evaluation rubrics for AI models • Ensured linguistic and cultural relevance in AI responses • Improved AI model quality through hands-on assessment and fine-tuning.

2024 - Present

Education

I

IHM Business School

Diploma, E-Commerce Management

Diploma
2025 - 2027
S

Stockholm University

Certificate, Business Management and Administration

Certificate
2024 - 2025

Work History

L

La Siesta

E-commerce and Marketing Support

Marbella
2025 - Present
L

Los Naranjos Padel Club

Social Media Strategist and Content Creator

Marbella
2024 - 2024