Sihyeong Park

Busan, KR · bshlab671@naver.com

Hello! I’m Sihyeong Park.

I have a interest in a wide range of DL domains, including Retrieval-Augmented Generation (RAG), 3D vision, and reinforcement learning, and I am actively studying these areas.

Currently, I am working as a Deep Learning Engineer at ReLU Games.

Career

ReLU Games, DL Engineer (2024.7 ~)

Education

B.S. in Computer Science and Engineering, Pusan National University, Seoul, South Korea (2018.03 ~ 2025.02)

Blog

Naver | Velog

Socialization

Skills

Languages, Tools

Python
C
JavaScript
Git
Github
Go

DL Framework

PyTorch
_PyTorch Lightning
_PyTorch Ignite
_Weight & Bias

BE

Django
FastAPI

DB

PostgreSQL
MongoDB
MySQL

Containers & Cloud

Docker
AWS
GCP

Projects

Segment & Classify for Treponema pallidum

foundation model을 활용한 매독균 Segment 및 분류 알고리즘 개발

Develop scoliosis classification model

CNN 기반 척추 측만증 예측(분류) 모델 개발 및 데이터 버저닝 작업

CAM loss implementation with PyTorch

official 구현 코드 없는 CAM loss paper 구현

Guessing Image with Neural Painting model

Neural Painting(Paint Transformer)를 활용한 1인용 게임

IE, EA prediction with molcules information

SMILES data를 활용한 분자의 IE, EA 예측 모델 개발

Chosung Game

6인용 웹 게임 : 속담/어록 맞히기

Competitions

Awards

Awards and Honors

More About

other competitions

Open Source Contributions

Add feature - scheduler with warmup each cycle

add warmup duration in CosineAnnealingScheduler and LinearCyclicalScheduler for warmup each cycle