Project
Timeline
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Mar 15Team Building
Up to 4 students
Enter your team members in the project sheet.
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During the semesterCompetition
Pick a competition you care about (e.g., Kaggle) and work on it as a team.
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May 28 & Jun 2Final Presentation
15 min (incl. Q&A)
Share the problem, your approach, and what you learned.
Evaluation
Team Evaluation (Instructor + other teams)
- ProblemSignificance of the problem
- MethodOriginality of the solution
- ResultsFinal performance and leaderboard ranking
- PresentationQuality of delivery and storytelling
Individual (Teammates)
- TeamworkContribution to technical work, collaboration and shared responsibilities
Teams
Teams edit their own entry in the project sheet .
| # | Project | Final |
|---|---|---|
| 1 | VSB Power Line Fault Detection김명건, 문세희, 이민수, 추인곤 | 05/28 · #6 PDF |
| 2 | BirdCLEF+2026김동근, 장해원, 이승훈, 최우혁 | 06/02 · #5 PDF |
| 3 | TAHMO Incoming Solar Radiation Prediction Challenge이정우, 송지은, 백동선, 심민준 | 05/28 · #1 PDF |
| 4 | CMI - Detect Behavior with Sensor Data박시언, 홍규화, 박찬우 | 05/28 · #5 PDF |
| 5 | Optiver Realized Volatility Prediction김세헌, 홍현종, 엄희규, 최병화 | 05/28 · #2 PDF |
| 6 | LLM Prompt Recovery조성범, 이창희, 전효택 | 06/02 · #2 PDF |
| 7 | Problematic Internet UseCLATIN Thibaut, Olabode Jens-David, EISENGARTEN Laurits | 06/02 · #3 PDF |
| 8 | ASHRAE - Great Energy Predictor IIIZhou Kongdan, 김재호, 강은수, 도경근 | 06/02 · #4 PDF |
| 9 | Prediction for player movement when the ball is in the air김정운, 이승아, 최승준, 신재윤 | 05/28 · #4 PDF |
| 10 | Nucleus Detection조해인, 정세윤, 김민직, 성민식 | 06/02 · #1 PDF |
| 11 | Mercari Price Suggestion Challenge조은국, 김현우, 나진우 | 05/28 · #3 PDF |
Highlights
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Rank 1 on Kaggle with an Autonomous Research Agent VSB Power Line Fault Detection (Kaggle)Team 1 built an AI agent that plans, trains and evaluates models on its own and learns from each trial. In 48 hours its six phases of trials raised the private score from 0.6537 to 0.7202, rank 1 among 1,446 teams on the Kaggle leaderboard (late submission).