Chung-Ang University GSAIM
PORTFOLIO · 2026
CARTER
CHOI
I studied art and technology,
and I research how generative AI solves real problems.
Drawing on an understanding of technology and an artistic sense, I plan and build videos, work tools, teaching and operations systems, and R&D projects.
SEOUL, SOUTH KOREA01
ABOUT
Chung-Ang University Art & Technology
03
AI WORKFLOW
04
WORKS
Kakao AI Top 100 Finalist
Selected as one of 100 finalists
I passed the online preliminary round of AI TOP 100, held by Brian Impact and Kakao Impact, and was one of the 100 finalists. In the finals, I opened a Codex agent inside Cursor for each problem and solved them in parallel.
Finalist
Kakao Agentic Player 10 — Jeonse Guardian
Deployed and running — passed the Kakao AGENTIC PLAYER 10 preliminary round, one of 20 finalists
An MCP server that takes an address and a deposit amount, checks actual transaction prices and risk signals in the property register, and carries through to a pre-contract checklist.
MCP server design, implementation, and deployment
A Threads Account Run by AI Staff
v1 stopped when cost exceeded results → redesigned with a new structure as v2, now running automatically
An account-operation system where agents collect, select, write, and verify overseas AI news and a person only approves. I shut it down once, then rebuilt it with a different structure.
Pipeline design, operation, and editor-in-chief
Concept Studio — Running a Semester from Guest Lecture to Final Grades
Ran 2 class sections, 22 teams, 111 students — a 97-slide guest lecture, 7 assignments, a 6-question practical exam, and 2,955 evaluations turned into 100-point grades
Starting from a one-page guest lecture plan, I designed and ran one semester for 111 students in two class sections: team formation, an assignment site, a practical exam, automated grading, 100-point final grades, and publishing the results. The exam questions I actually set are reproduced here as given.
Teaching assistant · Guest lecture planning and delivery · Team formation · Exercise and exam design · Grading automation · Final grades
National Assembly AI Video Competition — Excellence Award
Excellence Award — National Assembly Secretariat, “The National Assembly’s Road to the Future, Made with AI”
AI Animation ‘Memory of the Chain’
Storyboard v06: 5 scenes, 68 shots · previs: 75 shots · applied to the 2026 EBS AI Animation Project
AI Champion 2026 — Re:Member
Did not pass the preliminary round · 2:58 demo video published
AI Film Storyboard Production Workflow
Built the workflow for Acts 2, 3, and 4 — prompts and generation queue ready for all 143 shots of Act 4
A workflow that takes a director’s screenplay and hand-drawn storyboard and turns them into storyboards of more than a hundred shots per act, with the drawing style, characters, and spaces held fixed.
Storyboard and AI production workflow design
Parallel Competition Production — Five Entries Through One Pipeline
5 completed · 4 submitted · 1 not submitted (online submission window closed)
Five idea competitions closed on the same date, July 31, 2026. I pushed all five through one line of my proposal-automation harness and submitted four. The fifth missed the online submission cutoff and was never submitted.
Ran the planning, writing, and typesetting pipeline
Interactive Art Graduation Project ‘Anonymous’
Shown at the 2024 School of Art & Technology graduation exhibition — 16×16 mirror wall completed, opened Jun 28
A kinetic artwork in which 256 mirror pixels read the visitor's shadow, and only the mirrors where the shadow falls turn to face the visitor. A graduation project that six people new to Arduino built with GPT-4 in four months.
Team lead
2026
Digital Forensics Challenge 2026 — 21st Overall
Solo entry — ran one subagent per problem
2026
Malitda Gyeonggi — An Enrollment Counseling Rehearsal Service Concept
Concept, writing, diagram design
2026
Personal AI Operations Harness
Design, build, and operation
2026
Report Formatting Automation Program — Delivered to aT
Design, development, delivery
2026
2025
2024
2023
05
WHAT I DO
01Generative AI research
Testing, through experiments, when AI works in production, teaching and office work, and where human judgment has to come in
02Culture-tech R&D planning
Call analysis and proposal structure for 17 government R&D proposals, 2024—2026
03AI content production
Concept art, storyboards, generated shots and editing, made as one pipeline
04Generative AI teaching
Six hands-on assignments and automated grading for about 110 students in two sections
05Practical tools
Tools that cut repetitive work, such as document automation and a public-data MCP server
06
CONTACT
If you have a project in mind,
I'd like to hear about it.