Research & Industry Projects
Raon-VisionEncoder
Krafton AI
A Fully Open SigLIP2-class Vision Encoder
- Developed a vision encoder with comparable performance to SigLIP2-NaFlex using only open data
- Built VLM training pipeline integrating the vision encoder with a language model for downstream VQA evaluation and training optimization
VideoAlchemist 2.0
Snap Inc.
Multi-Subject Personalized Video Generation
- Developed a personalized video generation model supporting multiple subjects with fine-grained temporal control
- Contributed to foundation of dataset generation pipeline and adapter design of AlcheMinT
3D-Aware VLM Finetuning
Samsung Research
- Electronic Device and Method for Operating Thereof and Storage Medium
- See paper: 3D-Aware Vision-Language Models Fine-Tuning with Geometric Distillation
Korean Patent: 10-2025-0109574
Engineering & Personal Projects
SHrack
Mobile Web Service for Real-time Exercise Count Tracking
- Web-based real-time video streaming service for accurate exercise count detection
Keywords: MobileNet, Contextual Prediction Module
KUVIS
Web-based Visual Programming Software with Deep Learning in Medicine
- Developed a prototype of VIENCE Pathoview
Keywords: Visual Programming, Parallel Computing for Deep Learning