IMEN891KData Engineering

POSTECH

Project

Data EngineeringIMEN891K / IDSC501 / AXGS-501Fall 2026

Timeline

  1. Sep 27
    Team Building

    Up to 5 students

    Enter your team members in the project sheet.

  2. Oct 20 & 22
    Proposal

    10 min (incl. Q&A)

    Problem, method and data, with data collection, database design and a basic analysis.

  3. Dec 15 & 17
    Final Presentation

    10 min (incl. Q&A)

    A working product for a real-world problem on a large-scale database, from pipeline to results.

Evaluation

Team Evaluation (Instructor + other teams)
  • ProblemImportance of the problem and clarity of the goal
  • MethodAppropriateness and technical quality of the approach
  • ResultsQuality of the results and evidence supporting the conclusions
Individual (Teammates)
  • TeamworkContribution to technical work, collaboration and shared responsibilities

Teams

Teams edit their own entry in the project sheet .

#ProjectProposalFinal
1 AI-based highway icing risk map integrating weather and road conditions추인곤, 이민수, 박희령, 최지안, 김태경 10/22 · #4 PDF Date TBD
2 LLM-Assisted Financial Risk MonitoringYassine Essakkati, Luis Alan, Jan Saal, Marc David Sutjipto 10/20 · #6 PDF Date TBD
3 Conference Networking Assistant하준엽, 이진우, 김제성, 이중재 10/22 · #5 PDF Date TBD
4 BenefitLens: An End-to-End Data Pipeline for Personalized Student Support Discovery and Application Drafting장신형, 김혜빈, 서재은 10/20 · #1 PDF Date TBD
5 Anomaly-Based Hydraulic Pump Predictive Maintenance with Field Knowledge Accumulation장해원, 김동근, 김명건, 윤성규 10/22 · #9 PDF Date TBD
6 Unsupervised Anomaly Detection and Analysis of Stable Operating Conditions in a Spot-Welding Process조해인, 강태훈, 박태의, 이다연, 이희재 10/22 · #1 PDF Date TBD
7 Multi-Agent LLM System for Port Data Analytics선신욱, 조성범, 이창희, 윤수원 10/20 · #2 PDF Date TBD
8 RecallLink: Cross-Border Recall Monitoring Database for Korean Safety Agencies박준희, 이승아, 엄희선, 이신영, 박규진 10/22 · #7 PDF Date TBD
9 Performance History-Based Model Selection for Neonatal EEG Seizure Detection박민호, 박성범, 이인규, 김민성 10/22 · #8 PDF Date TBD
10 Parking Ordinance Impact Explorer이다민, 김소현, 류지희 10/20 · #8 PDF Date TBD
11 Personalized Meal Recommendation System Based on Dietary Restrictions박채원, 이상형, 조은찬, 황보겸 10/20 · #4 PDF Date TBD
12 Meme Coin Price Data Collection (Quantitative Analysis of Crypto Market)정인하, 김재호, 오승준 10/20 · #7 PDF Date TBD
13 Advice and Paper Recommendations from Experience Paths김진오, 남승범, 강상훈, 안세혁 10/20 · #3 PDF Date TBD
14 Difficulty-Aware Active 3D Scanning: An Object Difficulty Database for Curriculum-Guided NBV Learning김민규, 박수영, 임도유 10/22 · #2 PDF Date TBD
15 Long-Tail analysis in Medical Dataset and Synthetic data generation손장원, 구자빈, 엄희규 10/22 · #3 PDF Date TBD
16 Lab Recommendation Service for Prospective Graduate Students이승언, 박제현 10/20 · #5 PDF Date TBD
17 Special Dietary Ingredients Detection ServiceVinia Permata Kusuma 10/22 · #6 PDF Date TBD