I am a Master’s student at the Computer Vision Lab, Yonsei University, working on Neural Architecture Search (NAS), AutoML, and Model Efficiency.

My research focuses on designing and analyzing efficient vision models that achieve the best possible performance under computational and memory constraints, mainly through architecture search and progressive subnet design. I have developed and released an open-source AutoML library, taking responsibility for both the system implementation and user-facing documentation. Alongside my research, I have accumulated around three years of experience as a developer and research assistant, building a solid background as a full-stack engineer. Ultimately, I aim to bridge research and engineering to create smarter and more efficient AI systems that can be deployed in real-world environments. For more details, please check my CV and portfolio.

Document Research Lab, Digital Analysis Division (NFS)
Blockwave Labs.

• October 2023: Led the development of the Document Examiner Competency Assessment System jointly conducted by the National Court Administration and the National Forensic Service.
• July 2022: Won the HackATOM Seoul Critics’ Awards – Interchain Award with the Multi Wallet Dashboard “MEPE” at HackATOM 2022, and presented at the Buidl Asia 2022 blockchain conference .
• September 2021: Awarded 3rd place with the commercial real-estate chatbot and sublease platform “SpaceTalk” at PropTech in Campus SNU 2021, hosted by the Korea PropTech Forum and Seoul National University Graduate School of Environmental Studies.
• September 2020: Received the Grand Prize (1st place) at the Chung-Ang University Da Vinci SW/AI Tech Fair 2020 PE Research Presentation Competition for work on lesion image processing .
• November 2019: Received the Excellence Award at the Seoul Scholarship Foundation Public Talent Competition for a project on preventing solitary deaths.
• September 2019: Won the Encouragement Award at the 2019 SKT NUGU Play Competition with “Mafia MC,” a voice-based Mafia game moderator service.

Yonsei AutoML Open Source Library

NFS Stamp Analysis Program

Vocal Conversion Acoustic Machine Learning Module

Hair Removal from Lesion Images Using GANs

Grad Escape (Unreal Engine VR Horror Escape Room Game)