Gideon C.

Key Skills

Software

Mercor

Other

Scale AI

Top Subject Matter

LLM/agent training for multi-platform task completion

LLM response evaluation and research feedback writing

Enterprise GenAI prompt modeling

Top Data Types

Text

Image

Document

Top Task Types

Prompt + Response Writing (SFT)

Classification

RLHF

Evaluation/Rating

Freelancer Overview

AI Trainer and Reviewer | Mercor (Contract). Brings 9+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Mercor and Other. Education includes Master of Arts, Bournemouth University and Certificate, DeepLearning.AI. AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Prompt + Response Writing (SFT).

Labeling Experience

AI Trainer and Reviewer | Mercor (Contract)

MercorText

Designed AI training scenarios to coach agents in completing real-world tasks across common communication and productivity platforms. Created prompts and world-state data used to evaluate agent decision-making and task execution against defined success criteria. Reviewed and refined LLM outputs to ensure accuracy, quality, and alignment with the rubric-based goals. • Built personas, artifacts, and rubrics to generate structured multi-layer training datapoints. • Managed task tracking and documentation using Airtable and the Crucible platform. • Ran iterative agent evaluations both unaided and with guided hints to assess performance under varied conditions.

2026 - Present

AI Content Analyst | Peroptyx

OtherText

Assessed the accuracy, relevance, and quality of human and AI-generated content to support model alignment and performance improvement initiatives. Applied structured evaluation criteria to flag inconsistencies and help ensure outputs met defined quality and safety standards. Contributed to iterative improvement workflows by reporting evaluation results and identifying areas requiring correction or refinement. • Focused on content quality assessment for both human-authored and model-generated material. • Used rubric-style checks to validate that outputs matched expectations beyond surface-level observations.

2025 - Present

Freelance AI Consultant | Self-Employed

OtherTextPrompt + Response Writing (SFT)

Consulted enterprise clients on integrating generative AI and automation workflows to achieve business objectives. Designed and implemented custom AI prompt models to improve text generation and multi-modal generation workflows for higher content velocity and quality. Delivered executive workshops and team training focused on AI tool adoption and prompt engineering best practices to maximize ROI. • Developed interactive AI avatars that automated routine queries and enhanced engagement to drive sales growth and reduce support costs. • Led generative AI marketing strategy using generative image and video tools to modernize brand outreach. • Provided operational guidance on deploying prompt-based systems and automation for measurable business impact.

2023 - Present

Generalist Rubrics Expert | Mercor (Contract)

MercorText

Evaluated AI-generated responses and produced structured, evidence-based written feedback for research-oriented initiatives. Used critical reading to identify nuanced gaps in reasoning and implicit meaning within model outputs. Documented evaluation decisions with clear, precise rationales aligned to structured guidelines to maintain consistency across assessments. • Applied independent judgment while enforcing the integrity of the provided evaluation criteria. • Identified content inconsistencies to ensure outputs met defined quality and safety standards. • Delivered written assessments to support downstream model alignment and performance improvement work.

2026 - 2026

Education

Work History