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Kyuhyeon ChoKC
Open to opportunities

Kyuhyeon Cho

@kyuhyeoncho

AI engineer building LLM products end-to-end with eval-driven quality.

United States
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What I'm looking for

I’m looking for an AI engineering role where I can ship agentic LLM systems to production, own eval-driven quality (golden datasets, regression suites), and collaborate with product and stakeholders to diagnose real-world failures.

I’m an AI engineer who builds LLM-powered products end-to-end—from first MVP to production—with a bias toward simplicity and a conviction that evals are how you know if AI is actually working. I’ve shipped agentic systems using LangChain and the OpenAI API, built RAG pipelines with dense retrieval and vector search, and focused on production debugging by going directly into the data. I define my own quality bar, scope my own work, and move fast—shipping without waiting to be unblocked.

Most recently, I architected and deployed two enterprise agentic applications on Salesforce Agentforce for Arizona State University, delivering from 0 to production sign-off while partnering with operations and business stakeholders. I established KPIs and evaluation cycles, built rubric-based scoring, hallucination guardrails, golden test datasets, and regression suites, and debugged real pipeline failures by tracing stale data through the system. From sentiment modeling to monitoring dashboards, I translate complex AI behavior into actionable narratives for both technical and non-technical teams.

Experience

Work history, roles, and key accomplishments

IN

AI Solutions Engineer

IntraEdge

Jan 2026 - May 2026 (4 months)

Architected and deployed two enterprise agentic applications on Salesforce Agentforce for Arizona State University, delivering from 0 to production sign-off in partnership with operations and business stakeholders. Designed retrieval, tool-use, and conversation flows with output guardrails, established evaluation KPIs, and debugged production reliability issues by tracing data quality through the

FU

AI Content Specialist

Funtory

Jan 2017 - Aug 2023 (6 years 7 months)

Applied LLM-assisted translation and content workflows with human review, improving workflow speed by about 50% while maintaining quality and accuracy. Supported end-to-end content production by combining automated assistance with quality checks.

RA

Logistics Operations Sergeant

Republic of Korea Army

Nov 2019 - Jun 2021 (1 year 7 months)

Led logistics and supply chain operations as a non-commissioned officer, coordinating multi-person teams and maintaining operational quality under time-sensitive, structured accountability. Managed execution across shifting conditions while upholding service and operational standards.

Education

Degrees, certifications, and relevant coursework

Arizona State University logoAU

Arizona State University

Master of Science, Artificial Intelligence in Business

Grade: 4.0 GPA

Master of Science in Artificial Intelligence in Business from Arizona State University, with a 4.0 GPA. Received an MS-AIB Scholarship (1x).

Delta State University logoDU

Delta State University

Bachelor of Science, Audio Engineering & Technology

Grade: 3.72 GPA

Bachelor of Science in Audio Engineering & Technology from Delta State University, with a 3.72 GPA. Earned President’s List (6×) and multiple scholarships (DMI 4×; Duff Dorrough Memorial 1×).

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