Research Scientist @ Spidercore Inc.
BS in Math, MS in Electrical Engineering, KAIST
Email: hkj4276 at gmail dot com
G. Suh*, G. Hwang*, S. Kang, D. Baek, and M. Kang, "Enforcing Constraints in RNA Secondary Structure Predictions: A Post-Processing Framework Based on the Assignment Problem," International Conference on Machine Learning (ICML), Jul. 2024
J. Cho, G. Hwang and C. Suh, ‘‘A fair classifier using kernel density estimation’,’ Neural Information Processing Systems (NeurIPS), Dec. 2020
J. Cho, G. Hwang and C. Suh, “A fair classifier using mutual information,” Proceedings of the IEEE International Symposium on Information Theory (ISIT), June 2020
H. Kim, K. Lee, G. Hwang and C. Suh, “Crash to not crash: Learn to identify dangerous vehicles using a simulator,” Association for the Advancement of Artificial Intelligence (AAAI), Jan. 2019 (oral presentation, website)
G. Hwang*, M. Kwon*, D. Seo, D.H. Kim, D. Lee, K. Lee, E. Kim, M. Kang, and J.-H. Ryu, "ASOptimizer: Optimizing Antisense Oligonucleotides through Deep Learning for IDO1 Gene Regulation," Molecular Therapy Nucleic Acids (MTNA), Apr. 2024.
G. Hwang, K. Lee and C. Suh, “Learn to identify dangerous vehicles using synthetic data,” Joint Conference on Communications and Information, May 2019 (Best Paper Award).
Squad Leader (now a Sergeant in Reserve)
1st-class in physical test: 90 push-ups in 2 min, 90 sit-ups in 2 min, 12m 20s for 3km running
1st-class in shooting test: 20 out of 20 targets, 100/200 meters away
3rd Dan of Taekwondo
Held regular training sessions for both Korean and international students
BS in Mathematics (National Science and Engineering Scholarship)
MS in Electrical Engineering (National Science and Engineering Scholarship)
(iTAP Project) Implemented a Fault Prediction System for wafer manufacturing
(AICC Project) Developed a Fault Detection System for wafer manufacturing
Implemented an image search engine on a database of X-ray images
Designed a Collision Prediction System using a video game simulator
Developed an image search algorithm w/ near optimal accuracy while maintaining query speed of 10 milisec/image on a database of 500 milion images
Practice Session Instructor, Project Instructor, Teaching Assistant (Jul. 2019 ~ Sep. 2019, Oct. 2020, Dec. 2020, Feb. 2021)
Partners: Samsung Electronics, SK Hynix, Hyundai NGV, Seongnam city
Data Scientist, Python Developer (Jun. 2017 ~ Jul. 2017)
Designed an algorithmic trading system that is compatible with the Interactive Brokers' HTS
Developed a Python program for backtesting investment strategies
Global Macro Research Intern (Mar. 2017 ~ Jun. 2017)
Analyzed daily movements of financial instruments such as currencies, bonds, stocks and commodities
Translated FED statements, institutional investors' reports, and news articles
Translated <After Piketty: The Agenda for Economics and Inequality> ("애프터 피케티") and <Rising Sun>("일본 제국 패망사")
NLP: detecting dangerous Tweets
Analyzed multiple companies including Hyundai Heavy Industries Co., Loen Entertainment Inc., Shinsegae, KIA Motors Co., and SK Innovation Co. Ltd.
Managed and wrote in-club market news "Market Daily Press"