PlaceSim: LLM-based Human Behavior Simulation

with Y. Yu, D. Shin, & R. Singh

An innovative interactive platform that leverages Large Language Models to simulate human behavior in physical facilities. This project combines AI, spatial analytics, and behavioral modeling to create realistic simulations for urban planning and facility design.

Children's Safety Zone AI System

Oct. 2023 - Feb. 2024 @ Pintel

Built an advanced image captioning pipeline using BLIP for analyzing children's safety-zone image data as part of a government AI training initiative.

Anomaly Detection System

Mar. 2023 - Aug. 2023 @ MINDs and Company

Implemented OpenCV-based abnormal image data detection systems for quality control, with advanced segmentation models for damage identification.

PaperFlow: LLM-Driven Academic Paper Analysis

Aug. - Dec. 2024

LLM-driven platform for academic paper analysis with IMRD and Claim-Evidence visualization. Received $15K funding from KAIST AI Education Innovation Project.

HUFS Web Community Platform

Jun. - Aug. 2021

Developed a comprehensive web community platform for university students with user authentication, real-time messaging, and content management systems.

Brat Smart Digital Twin WMS

Mar. - Jul. 2025

Developed backend architecture with microservices for document verification, RFID tracking, and picking optimization using AWS Lambda and API Gateway.