Amber

Key Skills

Software

Mercor

Top Subject Matter

Chemistry (Scientific/Technical)

Manufacturing

Regulatory Compliance & Risk Analysis

Top Data Types

Text

Document

Top Task Types

Question Answering

Evaluation/Rating

Prompt + Response Writing (SFT)

Freelancer Overview

AI Trainer – Independent Contractor. Brings 21+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal, Proprietary Tooling, and Mercor. Education includes Postdoctoral Fellowship, University of Melbourne (2017) and Doctor of Philosophy, Virginia Polytechnic Institute and State University (2011). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

AI Trainer - Independent Contractor

MercorText

As an AI Trainer at Mercor Intelligence, I leverage my chemistry expertise to assess and improve AI model outputs for scientific quality. My responsibilities include labeling and rating responses generated by AI on chemistry topics to support fine-tuning and deployment. I perform structured reviews of textual data pertaining to chemistry education and research inquiries. • Annotated large text corpora for model evaluation and training • Provided domain-specific feedback on LLM performance • Assisted in creating and refining chemistry datasets • Utilized internal platforms for data labeling and quality assurance.

As an AI Trainer at Mercor Intelligence, I leverage my chemistry expertise to assess and improve AI model outputs for scientific quality. My responsibilities include labeling and rating responses generated by AI on chemistry topics to support fine-tuning and deployment. I perform structured reviews of textual data pertaining to chemistry education and research inquiries. • Annotated large text corpora for model evaluation and training • Provided domain-specific feedback on LLM performance • Assisted in creating and refining chemistry datasets • Utilized internal platforms for data labeling and quality assurance.

2026 - Present

AI Trainer – Independent Contractor

Text

As an AI Trainer at Handshake AI, I provide chemistry domain expertise to improve large language models used in scientific contexts. My work involves evaluating generated outputs, assessing the accuracy and reliability of model responses, and offering feedback for iterative improvement. I regularly engage in annotation and assessment tasks specific to chemistry-related prompts and answers. • Reviewed AI-generated responses for chemistry accuracy and clarity • Labeled datasets according to scientific standards and protocols • Collaborated with engineers and researchers on annotation guidelines • Used proprietary or internal tools to submit evaluations and feedback.

As an AI Trainer at Handshake AI, I provide chemistry domain expertise to improve large language models used in scientific contexts. My work involves evaluating generated outputs, assessing the accuracy and reliability of model responses, and offering feedback for iterative improvement. I regularly engage in annotation and assessment tasks specific to chemistry-related prompts and answers. • Reviewed AI-generated responses for chemistry accuracy and clarity • Labeled datasets according to scientific standards and protocols • Collaborated with engineers and researchers on annotation guidelines • Used proprietary or internal tools to submit evaluations and feedback.

2026 - Present

Education

Work History