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JOHN SOUTHARD

@johnsouthard

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AI training specialist with 20+ years of research and data quality expertise in evaluation and annotation.

United States

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What I'm looking for

I’m looking to contribute to AI training, data annotation, and model evaluation roles that demand precision, logical reasoning, and strict adherence to guidelines—where I can help ensure accuracy, clarity, and high-quality outputs.

I’m a detail-oriented AI Training Specialist focused on AI training, data annotation, and model evaluation. With over 20 years of experience in scientific research, data analysis, and quality assurance, I bring disciplined review skills, strong logical reasoning, and a commitment to guideline adherence.

I analyze and validate complex inputs, evaluate outputs for accuracy and relevance, and document findings in clear, structured technical reports. I’ve applied statistical methods to improve interpretation and outcomes, consistently identifying inconsistencies, anomalies, and errors to produce accurate, high-quality results.

Experience

Work history, roles, and key accomplishments

Current

Research Scientist

Current

NeoGraf Solutions, LLC

Jan 2017 - Present (9 years 6 months)

Analyzes experimental and production data to ensure accuracy and reliability, evaluating results to identify inconsistencies, anomalies, and errors. Documents findings in structured technical reports and applies statistical methods to improve data interpretation.

Anomaly Detection Research Methods Data Analysis Statistical Methods Data Validation Technical Documentation Quality Assurance

Research Scientist

GrafTech International Ltd.

Jan 2007 - Jan 2017 (10 years)

Conducts detailed data analysis and validation of material performance, identifying errors and inconsistencies in datasets and experimental outputs. Prepares structured internal documentation and supports product development using data-driven evaluation.

Data Integrity Research Methods Data Driven Evaluation Data Analysis Data Validation Dataset Error Detection Data Quality Technical Documentation

Synthesis Chemist

MeadWestvaco

Jan 1995 - Jan 2007 (12 years)

Performs controlled experiments following strict protocols and standards, maintaining accurate records to ensure data integrity and consistency. Supports process improvements using data analysis and observation.

Quality Assurance Process Improvement Controlled Experiments Data Integrity Data Quality Data Analysis

Research and Development Scientist

DuPont

Jan 1990 - Jan 1994 (4 years)

Conducts laboratory experiments and records detailed results to support research initiatives. Contributes to the development of new materials.

Research & Development Experiments research and development

Education

Degrees, certifications, and relevant coursework

University of Oklahoma

Master's Degree, Applied Statistics

Currently pursuing a Master’s degree in Applied Statistics, expected in 2025. Coursework includes data analysis, probability, statistical modeling, and experimental design.

University of Oklahoma

Master's Degree in Applied Statistics, Applied Statistics

Pursuing a Master’s degree in Applied Statistics at the University of Oklahoma, with coursework in data analysis, probability, statistical modeling, and experimental design.