Projects Experience

Ministry of Education (MOE) and the Seoul Metropolitan Government.     Sept 2025 ~ Aug 2028

Project Name: Regional Innovation System & Education (RISE).

Description: Textual Data Analysis in Healthcare Systems.

Position: Participant.

Responsibilities: Supervised graduate students in developing various frameworks for LLM-based text analysis in healthcare systems. 

Local Autonomy Seoul Metropolitan City                                                        April 2026 ~ Feb 2027 

Project Name: Development of a multi-LoRa LLM.

Description: Textual Data Analysis in Healthcare Systems.

Position: Leading Researcher / Principal Investigator.

Responsibilities: Supervised graduate students in developing multi-LoRa LLM frameworks for AI-based depression detection. 

Start-up fund at Sungkyunkwan University.                                                  March 2024 ~ Feb 2026

Project Name: LLMs in the Healthcare Domain.

Description: Improving Text Classification in Healthcare Systems.

Position: Leading Researcher / Principal Investigator.

Responsibilities: Supervised graduate students in developing various frameworks for LLM-based text analysis in healthcare systems. 

Sejong University Industry-Academic Cooperation Foundation.               March 2020 ~ January 2021

Project Name: Machine Learning and Semantic Knowledge-based Big Data Analysis.

Description: A Novel Healthcare Monitoring System for Chronic Patients Using Wearable Sensors and Social Networking Data 

Position: Leading Researcher / Principal Investigator 

Responsibilities: My role was to develop a novel healthcare monitoring system for chronic patients using wearable sensors and social networking data.