Hello! I’m a senior in Artificial Intelligence at Jeonju University, currently preparing for graduate school to deepen my expertise and pursue my passion for AI.

• Deep Learning
• Computer Vision
• Machine Learning
• Healthcare/Medical AI

AI-based Vehicle License Plate Recognition Using CCTV - Wemeet Project (대한상공회의소)

• Investigating super-resolution techniques and deep learning models (CNNs, GANs) to enhance the quality of vehicle license plate images from low-resolution CCTV footage.
• Using probability distributions to generate high-quality images, improving accuracy over traditional methods.

Development of an sLLM-based Farming Assistant Chatbot Web Service - Wemeet Project (대한상공회의소)

• Built a chatbot system optimized for Korean, using KULLM3 model and vector search for query responses.
• Developed a CNN-based pest classification model to identify 41 pest types from images, integrating TTS for accessibility for elderly users.

Lane Damage Assessment System Using AI - Wemeet Project (대한상공회의소)

• Developed a YOLO v8-based real-time lane damage detection model to improve road safety and enable targeted maintenance, particularly under low-visibility conditions.

Pest Object Detection Model

• Created a real-time pest detection model using YOLO and Semantic Segmentation to help farmers in Jeonbuk address pest-related issues more efficiently.

Crop Growth Optimization - Wemeet Project (대한상공회의소)

• Developed a plant growth prediction model using regression and LSTM on smart farm data from the Rural Development Administration.

Development of plant factory technology with particulate matter and CO2 reduction

• Researched CO2 and particulate matter reduction, outlier detection, and data collection techniques to improve the reliability of agricultural research.

• Silver Award - AI Convergence Problem Discovery Industry-Academia Hackathon, Chonnam National University (Aug. 2024)

  • Developed an AI chatbot with inference capabilities using GPT Turbo API.

• Special Award - Jeonbuk Public Data Utilization Startup Competition, Jeonbuk Province (Jul. 2024)

  • Created "농지니," a generative AI chatbot for new farmers.

• Excellence Award - 2023 Data Safe Zone Utilization Joint Competition, Ministry of Science and ICT (Dec. 2023)

  • Analyzed National Pension Fund issues and proposed solutions.