Tmax Cloud- Designed scalable cloud architectures for provisioning and error monitoring systems using AWS services.- Utilized AWS metering services to optimize cost management strategies for enterprise customers.- Developed middleware WAS server using microservice architecture alongside Tomcat and WildFly servers.- Architected an auto-scaling service that adjusts pod deployments based on monitoring data, optimizing resource allocation, reducing operational costs, and ensuring system stability during traffic spikes.- Created an integrated data collection and DB insertion controller for trace, log, and metric data.

- Implement ArgoCD migration to AI DevOps module and designed ML metadata sharing pipeline.

Tmax Metaverse- Integrated Panda3D 3D game engine into react-dom environment by binding JavaScript API and C++ classes.- Created JS editor module enabling selection and object control through ray casting and collision techniques.- Researched and implemented point cloud denoising algorithms and conversion methods into 3D meshes.- Developed indoor 3D object reconstruction applications using RGB-D and 360-degree cameras.

Tmax AI

Samsung Advanced Institute of TechnologyAI & SW Research center - Computer Vision Lab- Researched and introduced various types of differentiable renderer for 3D deep learning research.- Developed a 3D face reconstruction network from 2D images using the PyTorch3D differentiable renderer.

- Arranged meetings between technology-based startups in KAIST and Naver D2SF- Collected monthly trends in startup scene and technological researches at KAIST

- Explored 10+ new business opportunities at healthcare business field.- Investigated technological feasibility and researched each market.- Developed and experimented ‘Impedance device for non-invasive intracranial pressure monitoring’ project.