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
Developing MANTIS toolkit for spatial metabolomics with matching spatial transcriptomics data
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
