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Fredrick D.

Fredrick D.

AI Data Annotation & LLM Evaluation Specialist

USA flagCharleston, Usa
$15.00/hrExpertMindriftRemotasksTelus

Key Skills

Software

MindriftMindrift
RemotasksRemotasks
TelusTelus
Scale AIScale AI
Other

Top Subject Matter

No subject matter listed

Top Data Types

AudioAudio
ImageImage
TextText

Top Task Types

Emotion RecognitionEmotion Recognition
Evaluation/RatingEvaluation/Rating
Prompt + Response Writing (SFT)Prompt + Response Writing (SFT)
Text GenerationText Generation
Text SummarizationText Summarization

Freelancer Overview

I am an AI training data specialist with hands-on experience in LLM evaluation, text annotation, and data labeling. I have worked on projects involving response ranking, prompt evaluation, content quality review, and accuracy. My strengths include strong attention to detail and the ability to follow complex annotation guidelines. I am comfortable working with text and audio data, identifying errors or inconsistencies, and providing clear justifications. With a background in content writing and research, I bring a structured, analytical approach to AI training tasks while maintaining human-like judgment.

ExpertEnglish

Labeling Experience

LLM Evaluation & Text Annotation

OtherTextEvaluation Rating
This project focused on large-scale text annotation and evaluation to support the training and fine-tuning of multilingual large language models. My responsibilities included rating AI-generated responses for relevance, factual accuracy, safety, and quality. I also completed prompt–response writing and supervised fine-tuning tasks to improve model instruction.

This project focused on large-scale text annotation and evaluation to support the training and fine-tuning of multilingual large language models. My responsibilities included rating AI-generated responses for relevance, factual accuracy, safety, and quality. I also completed prompt–response writing and supervised fine-tuning tasks to improve model instruction.

2025 - 2025

Education

U

University of California, Berkeley

Doctor of Philosophy, Linguistics

Doctor of Philosophy
2016 - 2021
U

University of California, Berkeley

Master of Science, Linguistics and Philosophy

Master of Science
2004 - 2008

Work History

C

Citi

Freelance Content Writer

New York
2024 - Present
C

Chitimacha Tribe of Louisiana

Linguist

N/A
2022 - 2023