TaeyeonKim

Curriculm Viate(CV) download

Email taeyunkim@dgist.ac.kr

Github github.com/tykim5931

Hello, I'm Taeyun Kim!

I am an undergraduate student majoring in Computer Science & Engineering at the College of Transdisciplinary Studies in DGIST, Korea.

As a passionate and driven prospective researcher in the field of 3D vision and graphics with AI, I am currently studying innovative ways to utilize deep learning on reconstruction of fine-grained 3D models from 2D images.

My aim is to contribute to creating a future where 3D data is easily accessible and can be utilized to its full potential. I strongly believe that advancements in the format of data will shape the way humans think, interact and solve problems, and I am eager to be part of this transformative and dynamic field.

Research Projects

Predicting unseen danger in road circumstance (VILS)

Object recognition and danger prediction of road scene. CarCrash dataset, ViViT, and DANN model. Details

Building an Autonomous car (VILS)

SCC/AEB system of autonomous car. PointCloud, Vision Data, object detection and automatic control. Details

Indoor-Localization of AGV: network packets and trajectory [UGRP]

Indoor localization using RSSI fingerprint. Fusion with LSTM network for building robust localization system. Details

Machine Learning for detecting drivers' drowsiness (BRAIN)

Preprocessing neural signal data, training and analyzing machine learning model for prediction. Details

Surf on Chart: Training RL model for coin trading

Trained and analyzed reinforcement models to win the coin investment. Details

Delivery drone digital twin: Finding trajactory (HASS Lab)

Study on pathfinding of deliveriy drone in road scene by simulation with Unity tool. Details

Development Experiences & Projects

React Web development in CLASSUM

As a frontend developer for CLASSUM, I took charge of the web product interfaces, with a primary focus on feature implementation, bug resolution, and development of a text editor module to enhance the product's functionality.

My Little Galapagos: 3d simulator of natural selection theory

Natural selection may seem like a straightforward concept, but in reality, it can be very difficult for a species to survive in a harsh environment from one generation to the next. To help you better understand this process, me and my team have created a web program that simulates the natural selection. Find in github. It is also served at here.

Hackerton, Coding Camp, Etc

Some projects using React and Redux: Minesweeper, GoogleForm
Chrome extension development: Time Saver
App development: Madcamp1, MalangMalang game, Netgalpi