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Adam G.

Finance Subject Matter Expert, AI Content Trainer

United Kingdom flagBrighton, United Kingdom

Key Skills

Software

Don't disclose
Internal/Proprietary Tooling

Top Subject Matter

Finance and Insurance (UK regulations, MCOB, FCA)
Legal Services & Contract Review
Regulatory Compliance & Risk Analysis

Top Data Types

TextText
DocumentDocument

Top Task Types

Prompt + Response Writing (SFT)Prompt + Response Writing (SFT)

Freelancer Overview

Finance Subject Matter Expert, AI Content Trainer. Brings 15+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Internal and Proprietary Tooling. Education includes Certificate in Mortgage Advice and Practice, N/A (2012). AI-training focus includes data types such as Text and labeling workflows including Prompt + Response Writing (SFT).

Labeling Experience

Finance Subject Matter Expert, AI Content Trainer

TextTextPrompt + Response Writing (SFT)Prompt + Response Writing (SFT)

Designed complex prompts and training scenarios for AI models in finance and insurance contexts. Developed structured evaluation rubrics and objective scoring criteria for LLM outputs. Provided expert human feedback to align AI outputs with UK financial regulations and standards. • Deconstructed industry-specific financial scenarios into high-fidelity training data for large language models (LLMs). • Conducted rubric development, task crafting, and edge case benchmarking for AI testing. • Led fact-checking initiatives to mitigate AI hallucinations, ensuring regulatory compliance. • Generated clean, structured datasets from intricate financial documentation for machine learning.

2016 - Present

Education

N

N/A

Certificate in Mortgage Advice and Practice, Mortgage Advice and Practice

Certificate in Mortgage Advice and Practice
2012 - 2012

Work History

A

Adam James Financial Services

Principal/Director

Brighton
2016 - Present
A

Adam James Consultancy

Principal/Director

Brighton
2013 - 2016