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Kaylin Kaylin

@kaylinkaylin

Statistics Specialist translating complex data into accurate, actionable insights for real-world impact.

United States
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What I'm looking for

I’m looking for a role where I can apply advanced statistics and AI-focused data work to real-world problems—building predictive and Bayesian models, designing experiments, and delivering accurate, stakeholder-ready insights in a collaborative, remote-friendly environment.

I’m a highly analytical, detail-oriented Statistics Specialist with extensive academic training in statistical modeling, probability theory, data analysis, and quantitative research. I focus on turning complex methods into clear, actionable insights while maintaining exceptional accuracy and quality standards.

In my current role as a Statistical Research Analyst with Insight Analytics Research Group, I conduct advanced statistical analyses for academic, healthcare, and business projects. I help develop predictive models using regression analysis, classification methods, and machine learning algorithms, while also designing and executing experimental studies to evaluate intervention effectiveness.

I also bring strong Bayesian and probabilistic capabilities, including Bayesian inference and probabilistic modeling for complex datasets. I generate technical reports and present findings to stakeholders and research teams, and I collaborate with data scientists and software engineers to improve analytical workflows.

Previously, as an AI Data Annotation & Quality Specialist at Scale AI Technologies, I evaluated and annotated complex datasets to support training for advanced AI and machine learning models. I performed quality assurance audits, reviewed model-generated responses for accuracy and statistical validity, and supported engineering teams by refining annotation guidelines and providing expert feedback on quantitative reasoning and mathematical problem-solving.

Experience

Work history, roles, and key accomplishments

IG
Current

Statistical Research Analyst

Insight Analytics Research Group

Mar 2021 - Present (5 years 3 months)

Conduct advanced statistical analyses across academic, healthcare, and business research projects, including predictive modeling and experimental study design. Perform Bayesian inference and probabilistic modeling, and deliver technical reports to stakeholders while collaborating with data scientists and software engineers.

Scale AI Technologies logoST

AI Data Annotation & Quality Specialist

Jan 2019 - Feb 2021 (2 years 1 month)

Annotated and evaluated complex datasets to support training for advanced AI and machine learning models, ensuring accuracy and statistical validity. Audited annotation quality, refined annotation guidelines with engineering teams, and provided expert feedback on quantitative reasoning tasks.

NC

Statistics Tutor & Instructor

North Georgia Learning Center

Aug 2016 - Dec 2018 (2 years 4 months)

Tutored undergraduate and graduate students in statistics, probability, research methods, and data analysis. Developed instructional materials and guided academic research and dissertation data analyses using tools including R, SPSS, and Python.

Education

Degrees, certifications, and relevant coursework

University of North Georgia logoUG

University of North Georgia

Bachelor of Science (B.S.), Mathematics

Completed a B.S. in Mathematics at the University of North Georgia, graduating in 2015.

University of Georgia logoUG

University of Georgia

Master of Science (M.S.), Statistics

2018 -

Pursued an M.S. in Statistics at the University of Georgia in 2018.

Tech stack

Software and tools used professionally

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