Ashton D.

Key Skills

Software

Other

Labelbox

Top Subject Matter

Large Language Models

Computer Programming

Math Domain Expertise

Top Data Types

Text

Computer Code Programming

Top Task Types

Prompt + Response Writing (SFT)

Fine-tuning

Computer Programming/Coding

Freelancer Overview

I worked for data annotation, mainly in coding related, as well as general tasks. My main projects were training AI models in languages such as C, python, and Java. I also did general tasks such as image labeling, determining if the response output was optimal for the prompt, as well as other general labeling tasks

Labeling Experience

Software Developer, Data Annotation Online

OtherPrompt + Response Writing (SFT)

I optimized outputs of Large Language Models (LLM) by debugging and writing code for a given prompt and its output. I created and tested hundreds of prompts designed to improve model output relating to coding and math results. I improved detection of adversarial prompts and steps to harden output against such prompts. • Debugged and tested model outputs for correctness and security. • Constructed and iteratively improved prompts across multiple programming languages. • Evaluated model responses to enhance accuracy and reduce bugs. • Contributed directly to the improvement of LLM code generation capabilities.

2024 - 2025

Education

Work History