Research Areas

Exploring the frontiers of artificial intelligence and machine learning through innovative research and cutting-edge applications.

Lightweight Models for Edge Devices

Pioneering research in model compression, quantization, knowledge distillation, and optimization techniques to deploy efficient AI models on resource-constrained edge devices with minimal power consumption and maximum performance.

Key Applications:

  • Mobile AI Applications
  • Drone-based AI Systems
  • Embedded Vision Systems
  • Low-Power Inference
  • Real-time Edge Processing
  • Teacher-Student Model Training

Active Projects:2

Lightweight LLM for Tourism
Developing low-power LLM models optimized for mobile and edge devices in tourism applications
Active
On-Device AI for Drones
Building efficient AI models for real-time solar panel inspection using drones
Active

Machine Learning & AI

Advanced research in artificial intelligence, deep learning, and machine learning applications for real-world problems including renewable energy, transportation, and smart systems.

Key Applications:

  • Renewable Energy Optimization
  • Smart Transportation Systems
  • Predictive Maintenance
  • Recommendation Systems
  • Natural Language Processing

Active Projects:2

AI for Renewable Energy
Developing intelligent systems for optimal energy distribution and consumption prediction
Active
Smart City Analytics
Machine learning solutions for urban planning and traffic optimization
Active

Computer Vision & Image Processing

Cutting-edge research in computer vision, medical image analysis, and CNN applications for object detection, classification, and segmentation tasks.

Key Applications:

  • Medical Image Analysis
  • Autonomous Vehicle Vision
  • Quality Control Systems
  • Facial Recognition
  • Environmental Monitoring

Active Projects:2

Brain Tumor Detection
AI-powered system for early detection and classification of brain tumors using MRI scans
Active
Skin Lesion Analysis
Deep learning models for automated skin cancer detection and classification
Completed

LLM & Generative AI Models

Advanced research in Large Language Models, generative AI, and transformer architectures for natural language processing, content generation, and conversational AI systems.

Key Applications:

  • Automated Content Generation
  • Intelligent Chatbots
  • Code Generation
  • Language Translation
  • Educational AI Assistants

Active Projects:2

Korean Language Model
Developing specialized LLM for Korean language understanding and generation
Active
Medical AI Assistant
Generative AI system for medical diagnosis and treatment recommendations
Planning

IoT & Edge Computing

Research in Internet of Things, edge computing, and distributed intelligence for smart environments and real-time processing applications.

Key Applications:

  • Smart Agriculture
  • Industrial IoT
  • Environmental Monitoring
  • Smart Home Systems
  • Wearable Devices

Active Projects:2

Smart Agriculture Platform
IoT-based system for precision farming and crop monitoring
Active
Edge AI for Manufacturing
Real-time quality control using edge computing and AI
Active

Interested in Collaboration?

We welcome partnerships with industry, academia, and research institutions to advance the frontiers of AI and machine learning.