I'm an AI research engineer with strong foundations in both research and practical engineering:
- ๐ฌ Research background: 10+ publications in top-tier conferences (NeurIPS, CVPR, AAAI) with 1.4 K+ citations
- ๐ป Engineering experience: Building scalable AI systems serving 5M+ MAUs
- ๐ Bridge builder: Transforming cutting-edge research into technologies that actually enhance people's lives
- ๐ธ Fun fact: I'm a licensed (by the Korean Government) home bartender in my free time!
I believe the most exciting AI innovations happen when research meets real-world applications. My work focuses on:
- ๐ง Multimodal AI systems that combine vision and language
- ๐ค Building autonomous agents with memory and personalization
- ๐ Diffusion models and generative AI
- ๐ Scaling research prototypes to production-ready systems
โญ Check out some of my open-source work:
- open-world-agents - Real-time desktop environment for ML development
- awesome-visual-representation-learning-with-transformers - An awesome repository from 2021, when Vision Transformer research was in its early renaissance.