Portfolio of

Trevor Ray Thomas

AI Writing Specialist · Data Scientist

I evaluate, label, and refine complex datasets that shape machine learning and generative AI models — pairing editorial judgment with Python, SQL, and analytical tooling.

Key strengths

What I bring to a team

Exceptional writing expertise

Crafting engaging, precise content tailored to a target audience.

Fluency in English

Advanced spelling, grammar, and style with an eye for fine detail.

Analytical skills

Evaluating text for factuality, relevance, and logical consistency.

Collaboration

Bridging technical and non-technical communication in cross-functional teams.

Technical skills

Toolkit

Languages
PythonJavaJavaScriptC++SQL
AI Frameworks
TensorFlowPyTorchOpenAI GPT
Tools
GitJupyterDockerAWSLinux
Writing
GrammarlyMS WordGoogle DocsLaTeX
Also
HTMLCSSRMATLAB

Selected projects

Recent work

Cover for GPT-2 Text Generation Model

GPT-2 Text Generation Model

Senior project that fine-tuned GPT-2 and integrated OpenAI APIs to generate coherent, context-aware text for creative writing tasks.

PythonPyTorchOpenAI APINLP
Cover for Sentiment Analysis Pipeline

Sentiment Analysis Pipeline

Built an end-to-end NLP pipeline that preprocesses social-media text, trains a classifier, and visualizes sentiment trends in real time.

PythonTensorFlowPandasMatplotlib
Cover for Annotation Quality Dashboard

Annotation Quality Dashboard

A lightweight internal tool for tracking labeler agreement, spotting data drift, and exporting clean datasets for model training.

PythonSQLStreamlitData Quality
Cover for AI Technical Writing Portfolio

AI Technical Writing Portfolio

Published articles and documentation that explain machine-learning concepts, model-evaluation methods, and data-annotation best practices.

Technical WritingLaTeXDocumentationResearch