Rick N.

Key Skills

Software

Don't disclose

Top Subject Matter

AI Veracity

LLM Safety

RLHF Auditing

Top Data Types

Text

Video

Document

Top Task Types

RLHF

Freelancer Overview

Quantitative Logic & AI Veracity Research | Independent Developer. Brings 25+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Internal and Proprietary Tooling. Education includes Academic Studies, Coleman University. AI-training focus includes data types such as Text and labeling workflows including RLHF.

Labeling Experience

Quantitative Logic & AI Veracity Research | Independent Developer

TextRLHF

Engineered and executed a framework for auditing the algorithmic analysis of text-based data and mitigating risk in AI model outputs. Designed Anti-Sycophancy Gates to identify factual inconsistencies and prevent alignment failures in large language models. Developed real-time Infrastructure Desync Detectors for telemetry audit supporting model performance stability. • Applied objective audit protocols to assess and validate AI-generated responses. • Refined mechanisms to detect and flag sycophantic tendencies in language models. • Evaluated system synchronization to safeguard against data or logic drift. • Focused on upholding factual veracity across all AI outputs.

2024 - Present

Education

Work History