<aside> 🔑 Keywords: Bioinformatics, Metagenomics, Microbiome, Machine Learning, Representation Learning

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I currently focus on the computational representation of various biological materials (such as proteins, marker genes, and sequenced reads). Specifically, I try to adopt Deep-learning methods in the NLP field to the biological sequencing data.

Contact

📧 [email protected]

📲 +82 10-4922-0432

🔗 www.linkedin.com/in/hjgwak

👾 https://github.com/hjgwak

🎓 https://scholar.google.com/citations?user=D-P6-b8AAAAJ&hl=ko

Affiliations

Postdoctoral researcher

Data mining & Bioinformatics LAB, Hanyang University, Seoul, Republic of Korea – (Mar 2024 - Current)

Education

Integrated course of M.S./Ph.D. in Computer Science

Hanyang University, Seoul, Republic of Korea – (Mar 2017 - Feb 2024)

• Advisor: Mina Rho, Ph.D.
• Including Military Duty Period (Mar 2020 - Feb 2023)
• Thesis: Representation Learning Applied to Taxonomy and Functional Classification in Computational Molecular Biology

B.S. in Computer Science

Hanyang University, Seoul, Republic of Korea – (Mar 2013 - Feb 2017)

Selected Publications

1. J Cha, TG Kim, E Bhae, HJ Gwak, Y Ju, YH Choe, IH Jang, Y Jung, S Moon, T Kim, W Lee, JS Park, YW Chung, S Yang, YK Kang, YM Hyun, GS Hwang, WJ Lee, M Rho, JH Ryu, Skin microbe-dependent TSLP-ILC2 priming axis in early life is co-opted in allergic inflammation, Cell host & microbe, Volume 32, Issue 2, Feb 2024, https://doi.org/10.1016/j.chom.2023.12.006