For employers

Hire this AI Trainer

Sign in or create an account to invite AI Trainers to your job.

LoginCreate account
Invite to Job
V
Vanessa Porter

Vanessa Porter

AI Ethics Specialist & Red Teamer | Regulatory Compliance

United Kingdom flagFrome, United Kingdom
$70.00/hrIntermediateAws SagemakerData Annotation TechGoogle Cloud Vertex AI

Key Skills

Software

AWS SageMakerAWS SageMaker
Data Annotation TechData Annotation Tech
Google Cloud Vertex AIGoogle Cloud Vertex AI
LabelboxLabelbox
MercorMercor
Scale AIScale AI

Top Subject Matter

AI Safety & Alignment (Ethics/Bias/Red Teaming)
Financial Services & Systemic Risk
Critical National Infrastructure

Top Data Types

TextText
DocumentDocument

Top Task Types

ClassificationClassification
Entity (NER) ClassificationEntity (NER) Classification
Red TeamingRed Teaming
Fine-tuningFine-tuning
RLHFRLHF

Freelancer Overview

AI Ethics Specialist & Red Teamer. Brings 25+ years of experience evaluating systemic risk and algorithmic fairness within European systemic banks and UK critical national infrastructure (Water, Energy, Transport). Core Expertise: Specialises in Safety Alignment, Vulnerability Signal Detection, and Regulatory Compliance (FCA Consumer Duty, GDPR). Experienced in Red Teaming and RLHF (Reinforcement Learning from Human Feedback) to identify bias and mitigate disproportionate human outcomes in AI-driven decisioning. Background: Expert-level classification and rating for high-stakes Text and Unstructured Data workflows. Proven track record in bridging the gap between technical model logic and real-world ethical impact.

IntermediateEnglish

Labeling Experience

AI Output Fairness Evaluator (Co-Founder, Cammina)

Text
Developed and applied a vulnerability signal taxonomy and 7-dimension assessment framework to evaluate AI outputs and their impact on fairness in essential services. Conducted systematic review and assessment of AI-generated decisions for fairness, transparency, and their divergence from desired outcomes. Collaborated with sector experts to ensure evaluation consistency across water, energy, financial services, and transport domains. • Evaluated outputs of AI-driven decisioning systems. • Focused on ensuring fair treatment for vulnerable populations. • Created new taxonomies for rating AI model behaviors. • Collaborated with government, regulatory, and commercial stakeholders.

Developed and applied a vulnerability signal taxonomy and 7-dimension assessment framework to evaluate AI outputs and their impact on fairness in essential services. Conducted systematic review and assessment of AI-generated decisions for fairness, transparency, and their divergence from desired outcomes. Collaborated with sector experts to ensure evaluation consistency across water, energy, financial services, and transport domains. • Evaluated outputs of AI-driven decisioning systems. • Focused on ensuring fair treatment for vulnerable populations. • Created new taxonomies for rating AI model behaviors. • Collaborated with government, regulatory, and commercial stakeholders.

2026 - Present

Education

N

Newcastle University

Bachelor of Arts with Honours, Politics and Social Policy

Bachelor of Arts with Honours
Not specified

Work History

C

Cammina

Co-Founder

Frome
2026 - Present
T

Teradata

Customer Experience Director

London
2021 - 2025