Kyuhyeon Cho
@kyuhyeoncho
AI engineer building LLM products end-to-end with eval-driven quality.
What I'm looking for
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
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
Multimedia Journalist
Delta News
May 2024 - May 2025 (1 year)
Streamlined transcription and video production workflows using Otter AI and Final Cut Pro, reducing reporting and production time by about 30%. Produced local news content with roughly 20 stories reaching the top 10 monthly articles during a one-year tenure.
AI Digital Media Specialist
BFC Cleveland
Aug 2022 - Jan 2024 (1 year 5 months)
Used analytics and A/B-style content iteration to grow YouTube/Facebook audiences by about 25% and speed up content workflows by about 35%. Conducted audience and engagement research using Meta Business Suite/Ads and Google Ads to optimize content timing, targeting, and promotion.
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.
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
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
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×).
Availability
Location
Authorized to work in
Portfolio
github.com/cgy11102Job categories
Skills
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