Samuel C.

Key Skills

Software

Label Studio

Top Subject Matter

Generative AI / LLM training and evaluation

Legal Services & Contract Review

Regulatory Compliance & Risk Analysis

Top Data Types

Text

Image

Document

Top Task Types

Computer Programming/Coding

Text Summarization

Transcription

Data Collection

Prompt + Response Writing (SFT)

Classification

Segmentation

Freelancer Overview

AI tutor contributing to large language model training and evaluation. Brings 10+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. Education includes Bachelor of Science, Middlesex University (2021) and Advanced Diploma, Aptech (2021). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

AI tutor contributing to large language model training and evaluation

Text

Contributed to large language model training and evaluation as an AI tutor, supporting iterative improvement of model outputs. Participated in activities resembling AI training workflows focused on assessing responses and guiding learning progress. Worked with a generative AI tutoring mindset within an async, self-directed environment. • LLM training and evaluation support • Feedback/evaluation contributions to improve model behavior • Generative AI tutoring activities • Operated in remote, async coordination

2020 - Present

Education

Work History