Beckett E.

Key Skills

Software

CrowdSource

Data Annotation Tech

Labelbox

Remotasks

Scale AI

SuperAnnotate

Surge AI

Top Subject Matter

LLM evaluation and software quality assurance

Legal Services & Contract Review

Regulatory Compliance & Risk Analysis

Top Data Types

Text

Document

Computer Code Programming

Top Task Types

Computer Programming/Coding

Data Collection

Text Generation

Transcription

Evaluation/Rating

Question Answering

Prompt + Response Writing (SFT)

Object Detection

Text Summarization

Bounding Box

Classification

Fine-tuning

Function Calling

Freelancer Overview

Evaluated AI-generated code across multiple languages and domains for correctness, quality, security, and adherence to engineering standards, developing structured QA frameworks and test cases. Designed behavioral specifications and test suites for LLM systems; validated model responses against defined criteria and delivered actionable feedback that improved model reliability. Worked across technical domains including software development, legal research, data analysis, and documentation evaluation. Education includes ongoing PhD studies at Iowa State University (2027) and a completed Bachelor of Science from Drake University (2020).

Labeling Experience

AI Evaluation Specialist (Freelance, Remote)

Don't discloseComputer Code ProgrammingBounding Box

Evaluated AI-generated code across multiple languages and domains for correctness, quality, security, and adherence to engineering standards. Built QA frameworks and test cases to systematically assess LLM and code outputs against expected behaviors and constraints. Validated model responses against defined criteria and provided actionable feedback to improve model reliability. • Correctness validation • Quality and security review • LLM test suite and behavioral specification design • Actionable feedback for improving reliability

2020 - Present

Education

Work History