Wood F.

Key Skills

Software

Scale AI

Top Subject Matter

Large Language Models

Rlhf Domain Expertise

Generative AI

Top Data Types

Text

Document

Top Task Types

RLHF

Freelancer Overview

PRINCIPAL AI DATA SCIENTIST & LLM EVALUATION LEAD (CONTRACT) – Google DeepMind/Scale AI/OpenAI/Meta-AI. Brings 12+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Scale AI. Education includes Doctor of Philosophy, University of Texas at Austin (2015) and Master of Science, University College London (2011). AI-training focus includes data types such as Text and labeling workflows including RLHF.

Labeling Experience

PRINCIPAL AI DATA SCIENTIST & LLM EVALUATION LEAD (CONTRACT) – Google DeepMind/Scale AI/OpenAI/Meta-AI

Scale AITextRLHF

Directed RLHF initiatives and led advanced evaluation and annotation processes for enterprise-scale Large Language Models. Oversaw large-scale NLP dataset validation, annotation, and alignment to support generative AI model fine-tuning. Developed structured model feedback methodologies to enhance AI system reliability and safety. • Led AI alignment tasks, including hallucination detection and factual consistency evaluation. • Collaborated with distributed global AI teams focused on generative AI safety and performance. • Designed frameworks for toxicity analysis and edge-case identification in high-stakes AI systems. • Conducted LLM safety testing to ensure alignment with ethical and compliance standards.

2021 - Present

Education

Work History