Deanna K.

Key Skills

Software

Data Annotation Tech

Labelbox

Mindrift

Top Subject Matter

Adversarial AI evaluation (LLM red teaming, prompt failure-mode testing)

Legal Services & Contract Review

Regulatory Compliance & Risk Analysis

Top Data Types

Text

Document

Video

Top Task Types

Red Teaming

RLHF

Evaluation/Rating

Prompt + Response Writing (SFT)

Text Summarization

Text Generation

Fine-tuning

Data Collection

Freelancer Overview

AI Evaluation & Adversarial Testing (Freelance / Independent Contractor). Brings 6+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Don't disclose. Education includes Bachelor of Science, Western Governors University (2023) and Information Technology Certificate, Full Sail University (2023). AI-training focus includes data types such as Text and labeling workflows including Red Teaming.

Labeling Experience

AI Evaluation & Adversarial Testing (Freelance / Independent Contractor)

Don't discloseTextRed Teaming

Conducts adversarial evaluation of large language models using variant-specific, multi-document prompt contexts. Probes for instruction-following weaknesses, safety-limit bypasses, and failure modes that can be induced by carefully designed prompts. Produces qualitative assessment outputs, including rubrics and written analysis, to distinguish genuine model failures from misleading “successful-looking” runs. • Designs and runs adversarial test cases for LLMs • Writes natural-language grading rubrics for evaluator-model rating • Analyzes outputs for instruction adherence and specific failure modes • Generates synthetic documents and test materials for evaluation scenarios

2025 - Present

Education

Work History