William Lawrence

Key Skills

Software

Scale AI

Other

Top Subject Matter

Data Science

Machine Learning

Computer Programming

Top Data Types

Text

Medical Dicom

Computer Code Programming

Top Task Types

Bounding Box

Polygon

Classification

Freelancer Overview

Scale AI Contributor – LLM Training & Task Evaluation. Brings 10+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Scale AI and Other. Education includes Master of Science, Carnegie Mellon University (2017) and Bachelor of Science, University of Michigan (2015). AI-training focus includes data types such as Computer Code and Programming and labeling workflows including Evaluation and Rating.

Labeling Experience

Outlier AI Contributor – Python Problem Author for AI Evaluation

Other

As an Outlier AI Contributor, I created rigorous Python coding problems with deterministic, reproducible solutions for AI evaluation. My work supported the training and assessment of AI models across a range of data science domains. This experience required domain expertise and a focus on challenge design for benchmarking large language models. • Authored and validated Python programming problems tailored to AI evaluation • Developed reproducible solutions for each problem set to be used in benchmark testing • Supported rigorous AI model evaluation for data science and analytics tasks • Interfaced directly with AI engineering teams to refine test protocols and content

As an Outlier AI Contributor, I created rigorous Python coding problems with deterministic, reproducible solutions for AI evaluation. My work supported the training and assessment of AI models across a range of data science domains. This experience required domain expertise and a focus on challenge design for benchmarking large language models. • Authored and validated Python programming problems tailored to AI evaluation • Developed reproducible solutions for each problem set to be used in benchmark testing • Supported rigorous AI model evaluation for data science and analytics tasks • Interfaced directly with AI engineering teams to refine test protocols and content

2024 - Present

Scale AI Contributor – LLM Training & Task Evaluation

Scale AI

As a Scale AI Contributor, I designed and evaluated data science tasks for LLM training and evaluation. My responsibilities included assessing the quality of solutions and creating problems that were deterministically reproducible for use in AI training sets. I was rated Expert tier for Python/ML problem quality and solution accuracy. • Evaluated AI-generated solutions for correctness and underlying logic • Authored Python/ML challenges for LLM and AI system fine-tuning • Ensured all problems and solutions met deterministic and reproducible standards • Collaborated with internal teams to align labeling with evolving model requirements

As a Scale AI Contributor, I designed and evaluated data science tasks for LLM training and evaluation. My responsibilities included assessing the quality of solutions and creating problems that were deterministically reproducible for use in AI training sets. I was rated Expert tier for Python/ML problem quality and solution accuracy. • Evaluated AI-generated solutions for correctness and underlying logic • Authored Python/ML challenges for LLM and AI system fine-tuning • Ensured all problems and solutions met deterministic and reproducible standards • Collaborated with internal teams to align labeling with evolving model requirements

2023 - Present

Education

Work History