Samson Stone

Key Skills

Software

Other

Data Annotation Tech

Top Subject Matter

Software Engineering

AI Model Training

Legal Services & Contract Review

Top Data Types

Text

Document

Top Task Types

Object Detection

Text Summarization

Question Answering

Transcription

Data Collection

Computer Programming/Coding

Segmentation

Bounding Box

Classification

Freelancer Overview

AI Data Annotator, Coding and Model Evaluation. Brings 3+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Other and Data Annotation Tech. Education includes Bachelor of Science, Binghamton University, State University of New York (2023). AI-training focus includes data types such as Computer Code and Programming and labeling workflows including Evaluation and Rating.

Labeling Experience

AI Data Annotator, Coding and Model Evaluation

Other

At Handshake AI, I evaluated AI-generated coding solutions for accuracy, quality, and reasoning. I created detailed feedback to help improve the performance of large language models on programming tasks. I wrote prompts and challenging test scenarios to further strengthen code generation capabilities. • Evaluated model outputs across Python, JavaScript, and other coding languages. • Wrote edge-case scenarios to test model reasoning. • Provided structured feedback on code accuracy and logic. • Supported improvements in LLM benchmark performance.

At Handshake AI, I evaluated AI-generated coding solutions for accuracy, quality, and reasoning. I created detailed feedback to help improve the performance of large language models on programming tasks. I wrote prompts and challenging test scenarios to further strengthen code generation capabilities. • Evaluated model outputs across Python, JavaScript, and other coding languages. • Wrote edge-case scenarios to test model reasoning. • Provided structured feedback on code accuracy and logic. • Supported improvements in LLM benchmark performance.

2025 - Present

AI Data Annotator, Coding and Model Evaluation

Data Annotation Tech

As an AI Data Annotator at DataAnnotation Tech, I tested and reviewed AI-generated code solutions to judge correctness and logical consistency. I contributed ground-truth training data and constructed prompts for large language model benchmarking. My work ensured the reliability and credibility of AI coding evaluations. • Tested AI-produced code for accuracy and logic. • Provided benchmark training solutions for evaluation datasets. • Wrote challenging prompts for model assessment. • Collaborated to improve model output quality.

As an AI Data Annotator at DataAnnotation Tech, I tested and reviewed AI-generated code solutions to judge correctness and logical consistency. I contributed ground-truth training data and constructed prompts for large language model benchmarking. My work ensured the reliability and credibility of AI coding evaluations. • Tested AI-produced code for accuracy and logic. • Provided benchmark training solutions for evaluation datasets. • Wrote challenging prompts for model assessment. • Collaborated to improve model output quality.

2023 - 2025

Education

Work History