Dongyoung Kim

School of Computer Science and Engineering · Department of Mathematics

Undergraduate studies; double major in Computer Science and Engineering and Mathematics.

Expected graduation: first half of 2028.

Relevant coursework: Abstract Algebra, Real Analysis, Linear Algebra, Differential Equations, Numerical Analysis.

IBS Biomedical Mathematics Group (BIMAG)

Ongoing research in mathematical and numerical methods for dynamical models.

Research mentor: Yun Min Song.

Chung-Ang University

• Trained and tuned Cascade Mask R-CNN models with a Swin-T backbone and conducted quantitative computer vision evaluations in Python.
• Configured MMDetection/MMCV in Google Colab and studied segmentation methods including Mask DINO and SOLO; documented the work in a program report.

Lean-Korea / TeX-LEAN · Collaborative project

Contribute Lean 4 and Mathlib specifications for exercise statements from Dummit and Foote’s Abstract Algebra.

Boostcamp AI Tech · Team project

Collected interaction data through APIs and automated data ingestion using PostgreSQL and Airflow.

Boostcamp AI Tech · Team project

Experimented with DeepCoNN modifications and combined user, item and summary features; implemented grid search and explored cold-start handling.

KT GenieLabs project / competition

Implemented the evaluation metric required for a T5-based NER task.

Australian National University

Selected participant and grant recipient.

HTW Berlin / Berlin Center for Industrial Heritage

Presented an individual poster on the adaptive reuse of COSMO 40.

Korean Physical Society / Quantum Information Society of Korea

Studied quantum circuits, quantum machine learning and variational quantum algorithms.

Naver Connect Foundation · Recommender systems track

42 Seoul

Seoul National University

Implemented an SVD-based movie recommendation algorithm using Python and the MovieLens dataset.

Chung-Ang University

Mentor one international student and participate in group mentoring activities.

Chung-Ang University

Private tutoring

Taught mathematics to two middle/high-school students, adapting explanations and practice to individual learning needs.

ZeroPage, Chung-Ang University

• Designed lessons for a small group of first-year students on Python, NumPy, Matplotlib and introductory neural networks using TensorFlow/Keras.
• Prepared slides and Google Colab exercises, with teaching records and materials maintained online.

Chung-Ang University · Member; Vice President in 2022

Gave student seminar presentations on object detection (May 2022), machine translation and attention (Aug 2022), and PE research/Boostcamp applications (Sep 2022).

Chung-Ang University · Member and student presenter

Participated in paper-reading and presentations; completed the 7th cohort (Mar 2024 — Feb 2025).

Australian National University

Registration waiver and travel/accommodation reimbursement.

Chung-Ang University · University Innovation Support Project

Chung-Ang University · Extracurricular scholarship

Chung-Ang University

Yeongdeungpo High School