Kayla C.

Key Skills

Software

CVAT

Top Subject Matter

AI code evaluation

LLM response scoring

and RLHF-style feedback for coding tasks

Top Data Types

Text

Document

Top Task Types

RLHF

Entity (NER) Classification

Freelancer Overview

Senior AI Data Annotation Specialist – Code & LLM Evaluation (Remote Contract). Brings 7+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Internal, Proprietary Tooling, and CVAT. Education includes Bachelor of Science, The University of Texas at Austin (2020) and Advanced AI Data Trainer Mastery, AIDRALabs (2026). AI-training focus includes data types such as Computer Code, Programming, and Text and labeling workflows including Evaluation, Rating, and RLHF.

Labeling Experience

Senior AI Data Annotation Specialist – Code & LLM Evaluation

CVATTextRLHFEntity (NER) Classification

No description provided.

2023 - Present

Senior AI Data Annotation Specialist – Code & LLM Evaluation (Remote Contract)

Provide structured evaluation and ratings of AI-generated code and LLM outputs across multiple programming languages to ensure correctness, completeness, and safety. Annotate logic flaws, syntax issues, inefficiencies, and security vulnerabilities, then deliver feedback to improve model consistency and technical accuracy. Achieve a documented 98% QA acceptance rate through repeatable review standards and prompt/response assessment. • Evaluate AI-generated code in Python, JavaScript, Java, SQL, and C++ • Identify and annotate logic flaws, syntax issues, inefficiencies, and security vulnerabilities • Provide structured feedback to enhance model consistency and technical accuracy • Review and validate over 12,000 AI-generated coding tasks while reducing error escalation rates by 20%

2023 - Present

Education

Work History