Lauren G.

Key Skills

Software

No software listed

Top Subject Matter

AI reasoning and academic writing evaluation (literature/education-aligned)

Top Data Types

Text

Top Task Types

Question Answering

Text Summarization

Text Generation

Fine-tuning

Transcription

Evaluation/Rating

Prompt + Response Writing (SFT)

Classification

Freelancer Overview

AI Trainer and Data Annotation (Remote). Brings 15+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. Education includes Master of Arts (Honours), University of Glasgow (2019). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

AI Trainer and Data Annotation (Remote)

Text

Provided AI response evaluation by reviewing generated outputs for clarity, coherence, analytical depth, and academic-standard alignment. Designed and used structured tasks to assess model reasoning quality and written output performance. Identified failure cases such as weak reasoning, superficial interpretation, unsupported claims, and stylistic inconsistencies. •Reviewed AI-generated responses against quality benchmarks •Authored structured written feedback to guide improvements •Performed failure-case analysis to inform model QA •Worked asynchronously within a deliverables-driven framework

2025 - Present

Education

Work History