About
Experience
September 2023 · Present
Graduate Research Assistant (Advisor: Prof. Sinha, Saurabh)
Sinha Lab, Georgia Institute of Technology
Developing deep learning models for comparative spatial transcriptomics analysis
Building SpaceExpress tool for multi-sample spatial gene expression comparison
Contributing to MANTIS toolkit for spatial metabolomics with matching spatial transcriptomics data
Contributing to MAD pretraining framework for virtual spatial omics from microscopy in collaboration with Dr. You (MIT)
May 2021 · Feb 2023
Graduate Research Assistant (Advisor: Prof. Lee, Hyunju)
Data Mining and Computational Biology Lab, GIST
Developed protein-compound interaction prediction models using deep learning
Published research on target-aware unified network (TUNA) for protein-ligand binding affinity prediction
Designed interpretable neural networks for Alzheimer's disease biomarker discovery
Published research on pathway-informed neural networks (PINNet) for Alzheimer's disease biomarker discovery
May 2019 · Feb 2021
Undergraduate Research Assistant (Advisor: Prof. Lee, Hyunju)
Data Mining and Computational Biology Lab, GIST
Conducted Alzheimer's disease biomarker discovery using machine learning approaches
Jan 2019 · Mar 2019
Intern (Advisor: Dr. Nagabhatla, Nidhi)
United Nations University Institute for Water, Environment and Health (UNU-INWEH)
Researched sustainable development strategies for South Korea's seaweed industry
Analyzed environmental and economic impacts of aquaculture practices
Contributed to UN Sustainable Development Goals documentation and policy recommendation
June 2018 · Aug 2018
Undergraduate Research Assistant (Advisor: Prof. Lee, Hyunju)
Applied & Environmental Microbiology Lab, GIST
Studied aquatic microbiome dynamics in water treatment systems
GIST Creative Convergence Competition
2020
UNU-INWEH
2020
