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blockchain-study

I studied system failures and concurrency control. Then I implemented a simple bank transfer system using hyperledger fabric.

covid19-and-subway-passengers

Analyzing Subway Usage Patterns in Relation to Pandemic Outbreaks.

data-structures-and-algorithms

I studied advanced data structures and algorithms in high school. As a result, I participated in IOI 2016 and 2017.

ethical-poll

Ethical-Poll is a webpage where people can post ethical questions and share their thoughts.

hacking-study

I studied basic knowledge about hacking. Also, I learned how to find and exploit vulnerabilities in the system by solving hacking problems.

health-mate

A lot of people want to exercise with other people. This application help users to find their "Health Mate" to exercise together.

itemgiver

kakao-shopping-classification

Classifying millions of shopping products into 2,000 categories using a product name, brand name, and image.

movielens

Personalized movie recommendation research in MovieLens dataset. The current model can predict movie ratings with RMSE 0.7672.

naver-search-frontend

nlp-study

I implemented bag-of-words, RNN, and BERT using PyTorch. Also, our team did a replication experiment in the don't-stop-pretraining paper.

parking-lots-finder

Parking-Lots-Finder is a service that finds nearby parking lots for drivers.

pintos

Pintos is an operating system framework created for educational purposes.

robustness-of-deep-neural-networks

stereo-vision-study

Representing objects in 3D dimensional space using feature extraction and Unity engine.

ultimatetictactoe

Implementation of game-ai that used AlphaGo's algorithm. The game-ai beats both humans and MCTS algorithm with a high winning rate.