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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

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Predicting unseen danger in road circumstance (VILS)

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

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Building an Autonomous car (VILS)

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

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

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

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Machine Learning for detecting drivers' drowsiness (BRAIN)

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

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Surf on Chart: Training RL model for coin trading

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

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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

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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.

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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.

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Hackerton, Coding Camp, Etc

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