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I'm Charlton, a data analytics professional blending rigorous data validation with clear, accessible writing. I love turning complex datasets into high-fidelity insights that drive strategic decisions. With a MS in Data Analytics and a BA in English, I bridge quantitative rigor and linguistic precision. I’m excited to apply RLHF and prompt engineering to AI content roles, focusing on reducing hallucinations and improving multi-turn reasoning in large language models.…I'm Charlton, a data analytics professional blending rigorous data validation with clear, accessible writing. I love turning complex datasets into high-fidelity insights that drive strategic decisions. With a MS in Data Analytics and a BA in English, I bridge quantitative rigor and linguistic precision. I’m excited to apply RLHF and prompt engineering to AI content roles, focusing on reducing hallucinations and improving multi-turn reasoning in large language models.

Charlton Asher Clayton

Data Analyst, Writer, Content Creator, +3

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I'm Charlton, a data analytics professional blending rigorous data validation with clear, accessible writing. I love turning complex datasets into high-fidelity insights that drive strategic decisions. With a MS in Data Analytics and a BA in English, I bridge quantitative rigor and linguistic precision. I’m excited to apply RLHF and prompt engineering to AI content roles, focusing on reducing hallucinations and improving multi-turn reasoning in large language models.…I'm Charlton, a data analytics professional blending rigorous data validation with clear, accessible writing. I love turning complex datasets into high-fidelity insights that drive strategic decisions. With a MS in Data Analytics and a BA in English, I bridge quantitative rigor and linguistic precision. I’m excited to apply RLHF and prompt engineering to AI content roles, focusing on reducing hallucinations and improving multi-turn reasoning in large language models.

Available to hire

I’m Charlton, a data analytics professional blending rigorous data validation with clear, accessible writing. I love turning complex datasets into high-fidelity insights that drive strategic decisions.

With a MS in Data Analytics and a BA in English, I bridge quantitative rigor and linguistic precision. I’m excited to apply RLHF and prompt engineering to AI content roles, focusing on reducing hallucinations and improving multi-turn reasoning in large language models.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Intermediate

Intermediate

Language

English

Fluent

Work Experience

Senior Data Content Specialist at TechStream Solutions

January 1, 2022 - Present

Responsible for analyzing and categorizing high-complexity datasets to support executive-level stakeholder reviews with 100 percent reporting accuracy. Spearheaded the development of internal documentation and comprehensive gold standard rubrics used by data entry teams to maintain quality control across the organization. Regularly reviewed and edited technical reports to ensure logical flow, grammatical precision, and adherence to evolving industry standards. Collaborated with cross-functional teams to integrate automated validation tools, reducing manual error rates significantly while maintaining the nuance required for high-tier data interpretation.

Technical Writer and Lead Researcher at Freelance / Self-Employed

June 1, 2019 - December 31, 2021

Authored and published over 200 technical articles and white papers for a diverse portfolio of STEM-focused clients. Specialized in ranking and evaluating content based on clarity, utility, and factual correctness, often serving as the final point of quality assurance for complex instruction manuals. Partnered with various Subject Matter Experts to refine technical instructions for non-expert end-users, ensuring that safety protocols and operational steps were communicated without ambiguity. Maintained a rigorous research schedule to stay ahead of emerging trends in data science and AI ethics.