Technology That Solves Real Problems
Onyul IT is not a technology team limited to a specific industry, but a technology organization that solves problems occurring across society and industry with AI, data, and vision technologies.
Our Approach
Problem → Technology
We approach with 'Problem → Technology', not 'Technology → Problem'. We accurately understand the problem and select the appropriate AI/data technology to implement solutions.
Core Technology Areas
05 AreasMedical AI
Development of risk prediction and analysis models based on medical data. Hospital congestion/flow analysis, AI system research for safety and efficiency
NLP / RAG Knowledge Engine
Q&A systems based on policy/document data. Improving accessibility to administrative/public data, automatic document summarization and classification
Computer Vision
Video-based analysis, crowd/object recognition, spatial understanding modeling
Robotics / Autonomous Systems
Autonomous driving research using lidar and cameras. Path planning based on sensor fusion technology
Data & Platform Engineering
AI service implementation (MLOps), API/dashboard/data pipeline construction, SaaS architecture design
Key Projects
Healthcare AI Solutions
Medical safety risk prediction models, hospital crowd analysis
NightSAFE AUROC
Public / Regional AI Platform
Regional ingredient/product recommendation AI, public data analysis
Partner Farms
Recipes
Policy / Document AI
RAG-based policy document classification/summarization system
Autonomous Mobility
Autonomous smart mobility research
Our Strengths
Fast MVP Development
From idea to prototype quickly
Problem-Solving Focus
Solutions over technology
Real Experience
Multiple projects and competition awards
Multi-Domain Adaptability
Ability to utilize medical/public/regional data
Track Record
Key achievements and awards of Onyul IT
Station C Growth-Stage Program
Hallym growth-stage market-validation program — selected at Gold tier (₩27M grant)
View2nd H-iDEA Competition
NightSAFE — early-warning system for post-sedation hypotension & respiratory depression (Transformer, AUROC 0.997)
View2025 Capstone Design Competition
EromCare — integrated AI mental-healthcare platform (Multi-LLM orchestration, RAG)
View2025 Promptathon
Chuncheon city AI assistant 'Chun-i' (local RAG, public-data API, live web search)
CURSOR Eurekathon
Directorium — 3D file explorer & PKM reader (Three.js, embeddings, UMAP)
ViewGangwon Food Fit
Seasonal-produce AI recipe commerce (crawling, GPT recipe recommendations)
ViewHALLYM SW WEEK SPIN-OFF (ASM)
Autonomous smart mobility — Level 4 self-driving research prototype (ROS2, LiDAR, SLAM, YOLO)
ViewHallym Univ. Digital Competition
AI-generated text detection (Korean BERT, CNN, BiLSTM ensemble)
SCPC (Samsung Collegiate Programming Cup)
VQA optimization (CLIP fine-tuning, TTA, ensemble, temperature scaling)
2025 SW Week Hallym AI Competition
Medical fact-checking prompt engineering (Kaggle, RAG tuning)
Partnership Inquiry
Technology collaboration and project inquiries