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E

Ethan Davis

AI training Specialist

USA flag
Remote, Usa
$20.00/hrExpertSuperannotateMindriftLabelbox

Key Skills

Software

SuperAnnotateSuperAnnotate
MindriftMindrift
LabelboxLabelbox
Scale AIScale AI
Deep SystemsDeep Systems
Data Annotation TechData Annotation Tech
TelusTelus

Top Subject Matter

Data annotation and labeling
AI language models
AI fine-tuning

Top Data Types

TextText
ImageImage
AudioAudio

Top Task Types

Prompt Response Writing SFT
Evaluation Rating
Classification
Text Generation
Text Summarization
Segmentation
Computer Programming Coding
Data Collection
Polyline
Entity Ner Classification
RLHF
Red Teaming
Transcription
Fine Tuning

Freelancer Overview

Freelance Writer / AI Research Contributor. Brings 8+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include GPT-based systems, Internal, and Proprietary Tooling. Education includes Master of Computer Science, University of California, Berkeley (2022) and Bachelor of Arts, University of California, Berkeley (2020). AI-training focus includes data types such as Text and labeling workflows including Prompt + Response Writing (SFT), Evaluation, and Rating.

ExpertEnglish

Labeling Experience

Freelance Writer / AI Research Contributor

TextPrompt Response Writing SFT
As a Freelance Writer and AI Research Contributor, I specialized in creating human-authored prompts and responses to train and evaluate AI language models. I edited and reviewed AI-generated responses for clarity, accuracy, and relevance. I proposed and tested prompt variants to assess model weaknesses and performance improvements. • Developed realistic prompts to mirror natural language querying • Edited and curated AI-generated outputs for NLP fine-tuning • Identified model failure cases and suggested iterative enhancements • Independently researched improved prompt construction and model optimization

As a Freelance Writer and AI Research Contributor, I specialized in creating human-authored prompts and responses to train and evaluate AI language models. I edited and reviewed AI-generated responses for clarity, accuracy, and relevance. I proposed and tested prompt variants to assess model weaknesses and performance improvements. • Developed realistic prompts to mirror natural language querying • Edited and curated AI-generated outputs for NLP fine-tuning • Identified model failure cases and suggested iterative enhancements • Independently researched improved prompt construction and model optimization

2022 - Present

AI Fine-Tuning Research Project Contributor

TextPrompt Response Writing SFT
In an AI Fine-Tuning Research Project, I collaborated to create diverse prompt sets for evaluation and model improvement. I edited and refined AI-generated responses with a focus on clarity and model performance. I provided structured feedback to support project objectives. • Co-developed prompt sets to test and enhance language models • Edited AI outputs for clarity and comprehension • Analyzed and critiqued model performance for research documentation • Offered actionable feedback for iterative improvement

In an AI Fine-Tuning Research Project, I collaborated to create diverse prompt sets for evaluation and model improvement. I edited and refined AI-generated responses with a focus on clarity and model performance. I provided structured feedback to support project objectives. • Co-developed prompt sets to test and enhance language models • Edited AI outputs for clarity and comprehension • Analyzed and critiqued model performance for research documentation • Offered actionable feedback for iterative improvement

2021 - 2022

Research Assistant

Text
As a Research Assistant, I conducted research on AI language models and evaluated model outputs to support fine-tuning processes. I synthesized findings into academic reports for broader dissemination. I collaborated with faculty to design and execute experiments targeting model improvement. • Evaluated AI-generated text data for accuracy and coherence • Participated in refinement of model fine-tuning methodology • Recorded and structured data for presentations and publications • Assisted with experiment setup and analysis

As a Research Assistant, I conducted research on AI language models and evaluated model outputs to support fine-tuning processes. I synthesized findings into academic reports for broader dissemination. I collaborated with faculty to design and execute experiments targeting model improvement. • Evaluated AI-generated text data for accuracy and coherence • Participated in refinement of model fine-tuning methodology • Recorded and structured data for presentations and publications • Assisted with experiment setup and analysis

2020 - 2022

Education

U

University of California, Berkeley

Master of Computer Science, Computer Science with Linguistics and Natural Language Processing

Master of Computer Science
2020 - 2022
U

University of California, Berkeley

Bachelor of Arts, Linguistics and English

Bachelor of Arts
2016 - 2020

Work History

F

Freelancer

Freelance Content Writer

Remote
2020 - Present
T

Textbroker

Freelance Content Writer

Remote
2020 - Present