Sam

Key Skills

Software

OneForma

Micro1

Label Studio

Top Subject Matter

Research studies and general social/quantitative research

Biology (genetics, microbiology, ecology) for AI training

Top Data Types

Document

Text

Top Task Types

Text Summarization

Data Collection

Classification

Freelancer Overview

Experienced in ensuring data accuracy and consistency, supporting AI training, and collaborating with research and data science teams to optimize datasets. Proficient in Excel, Google Sheets, and content labeling tools, with a strong commitment to quality and scientific precision.

Labeling Experience

Biology Content Labeling Specialist, Academic & Institutional HPC

TextClassification

Reviewed and annotated biological datasets including research articles, images, and experimental data for AI training and knowledge management. Applied biology domain knowledge to categorize content into topics such as genetics, microbiology, and ecology. Ensured labeling consistency and quality by following strict guidelines and cross-checking against scientific references. • Annotated biological research content for topic and category labeling • Applied domain rules to classify genetics, microbiology, and ecology materials • Cross-checked labels with scientific references to ensure accuracy • Collaborated with data scientists/AI trainers to optimize datasets for machine learning

2023 - Present

Data Collection Specialist, Brown Research Solutions

TextData Collection

Collected quantitative and qualitative data using surveys, interviews, and online research to support downstream analytics and reporting. Performed dataset verification to maintain accuracy and completeness across collected records. Collaborated with data analysts to organize and structure information for research outputs. • Labeled/compiled survey and interview responses into usable datasets • Verified and cross-checked entries to reduce dataset errors • Maintained confidentiality and followed data privacy protocols • Coordinated with analysts to prepare structured reporting-ready data

2022 - 2023

Education

Work History