Alistair Rowan

Key Skills

Software

Other

OneForma

Top Subject Matter

AI content analysis and model training

Conversational AI and text generation

Top Data Types

Text

Top Task Types

Prompt + Response Writing (SFT)

Freelancer Overview

AI Content Analyst - Toptal AI Projects. Brings 4+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other and OneForma. Education includes Bachelor of Arts, Cambridge University (2022) and Bachelor of Science, Cambridge University (2021). AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Prompt + Response Writing (SFT).

Labeling Experience

Prompt Writer - OneForma

OneformaTextPrompt Response Writing SFT

As a Prompt Writer at OneForma, I designed and refined AI prompts for conversational agents and text generation systems. I collaborated with AI engineers to optimize and evaluate model outputs, contributing to supervised fine-tuning. My work focused on creating prompt sets for various applications, enhancing the naturalness and flexibility of language model responses. • Developed and edited diverse prompts for chatbot and content generation use cases. • Participated in iterative testing, feedback, and prompt revision cycles for better accuracy. • Supported RLHF-style and SFT annotation through expert prompt curation. • Used OneForma’s internal interface for prompt management and submission.

As a Prompt Writer at OneForma, I designed and refined AI prompts for conversational agents and text generation systems. I collaborated with AI engineers to optimize and evaluate model outputs, contributing to supervised fine-tuning. My work focused on creating prompt sets for various applications, enhancing the naturalness and flexibility of language model responses. • Developed and edited diverse prompts for chatbot and content generation use cases. • Participated in iterative testing, feedback, and prompt revision cycles for better accuracy. • Supported RLHF-style and SFT annotation through expert prompt curation. • Used OneForma’s internal interface for prompt management and submission.

2023 - 2024

AI Content Analyst - Toptal AI Projects

OtherText

As an AI Content Analyst at Toptal AI Projects, I evaluated and annotated large text datasets for AI model training. I developed scenarios to benchmark and assess AI generative capabilities while performing prompt auditing and adversarial testing. I worked collaboratively with data scientists to improve the contextual fluency and safety of AI models. • Annotated and labeled text data to enable supervised learning and model evaluation. • Created complex test prompts to challenge and benchmark AI comprehension. • Conducted adversarial review and safety checks on model outputs. • Utilized detailed annotation guidelines provided by the project team.

As an AI Content Analyst at Toptal AI Projects, I evaluated and annotated large text datasets for AI model training. I developed scenarios to benchmark and assess AI generative capabilities while performing prompt auditing and adversarial testing. I worked collaboratively with data scientists to improve the contextual fluency and safety of AI models. • Annotated and labeled text data to enable supervised learning and model evaluation. • Created complex test prompts to challenge and benchmark AI comprehension. • Conducted adversarial review and safety checks on model outputs. • Utilized detailed annotation guidelines provided by the project team.

2022 - 2023

Education

Work History