강형욱 (Hyeonguk Kang)
Music & Audio AI Researcher (aspiring) · Software Developer | 25 Years Old
4th year Information Security, Chosun University
Graduated Summa Cum Laude
Hello, I am an undergraduate researcher interested in Music AI and Music Information Retrieval (MIR).
With a background in musical performance and absolute pitch, I became curious about how humans perceive and understand music. This curiosity led me to explore how machine learning models can understand, analyze, and generate music and audio.
Currently, I am preparing for research in audio and music generation, with the long-term goal of building an integrated AI music producer agent — a system that can deeply understand musical structure and expression and ultimately generate new music.
Research Interests
Musical backgruond
Silver Prize for the National Seogyeong Music Competition
2010 / 11 | piano
Featured Projects
Planet Scope Data Analysis
Achieved 93.5% classification accuracy on satellite data using advanced Random Forest ensembles. Processed over 21,267 unique data points for environmental monitoring.
MOVE: IoT Location Tracking
Real-time indoor positioning system using ESP32 microcontrollers, MQTT protocols, and WebSockets for low-latency data transmission. Successfully signed MOU with university for deployment.
KTAS Prediction System
AI Challenge winner. Developed an intelligent prediction system using RAG (Retrieval-Augmented Generation), LLMs, and Vector Databases for highly accurate triage assessments.
Bitcoin Trading
LSTM-based predictive modeling for cryptocurrency market trends.
AI Travel Agent
AWS-cloud architecture for personalized itinerary recommendations.
Gemini Scheduler
Schedule optimization using Google Gemini API for productivity.
Figma-MCP Diary
Integrated diary application utilizing Model Context Protocol.
Studied Papers
- VirtuosoNet: A Hierarchical RNN-Based System for Modeling Expressive Piano Performance
- CP-Mobile: Distilling the Knowledge of Transformers and CNNs
- Heterogeneous Sound Classification with the Broad Sound Taxonomy and Dataset
- Deep Residual Learning (ResNet) for Computer Vision and Audio Recognition
- LightGCN: Simplifying and Powering Graph Convolution Network for Recommendation
Honors & Awards
NASA Space Apps Challenge 2025
2nd Place
AI Challenge Season 2
Grand Prize (최우수상)
Chosun University Info Security
Top Student (Summa Cum Laude)
Metamobility Autonomous Driving
Grand Prize (최우수상)
SW Centric Univ. Open Source Idea
Gold Prize
LLM Hackathon
Excellence Prize
SW Centric Univ. Excellence SW Membership
Grand Prize (대상)
National Music Competition
Silver Medal (2010.11, Piano)