Full-Stack Engineer (Contract) • Oct 2025 - Dec 2025
Built a system that finds mismatches between a music publisher's catalog and ASCAP/BMI records. Designed scalable comparison logic and a type-safe ingestion pipeline.
I build software for
AI, web systems,
and audio.
I'm a software engineer focused on full-stack products, AI tools, and audio software.
I build reliable systems people can use in practice, from web apps and backend infrastructure to audio engineering tools.
Experience + Education
Profile
EXPERIENCE
Graduate Researcher • Aug 2024 - Jun 2025
Researched multimodal AI and music analysis. Studied data-driven signals behind music virality.
EDUCATION
University of Pennsylvania
MAS Computer Science
Yonsei University
MS Computer Science
University of Southern California
BS Music Industry
RESEARCH
Yonsei University · COM6015 Communication & Media • Fall 2024
An LSTM model that predicts commercial success from highlight-section audio features, including RMS, LUFS, and energy distribution. It reached ~0.75 test accuracy, with SHAP used to explain which features mattered most.
Yonsei University · BIZ8031 Financial Statement Analysis • Fall 2024
A study using machine learning on detailed XBRL financial-statement data to forecast future earnings changes and capture non-linear patterns missed by traditional regression.
Yonsei University · CSCI6576 • Fall 2024
A semantic-web ontology that models pop music artists and their relationships in OWL, with a schema for structured music-domain queries.
Yonsei University · CSCI7112 Special Topics in Large-Scale ML • Fall 2024
Research on finer control of generative audio, covering transformer-guided diffusion, in-context prompt editing for conditional audio, and the WaveNet raw-audio architecture.
Selected Work
Work
Work
Audio + Production
Music
Before software engineering, I spent more than 20 years producing music and engineering audio.
I produced records for Asian hip-hop artists, including artists featured on national TV competition programs. My strengths are synth design, recording, mixing, and release-ready sound.
That background now informs my audio software work, including VST plugin development and AI-assisted mastering.
PRODUCTION CREDIT
YOUNG13DBABY - Rap of China Produced for an artist featured on Rap of China, a national Chinese hip-hop TV program. Fairfield Inn & Suites - Mr. T Becomes Mr. Guaran-T Music credit for a U.S. TV ad campaign featuring Mr. T.
Korean hip-hop and K-pop collaborations Production, synth design, and audio engineering across Korean hip-hop and K-pop collaborations.
AUDIO STRENGTHS
- Synth design
- Audio engineering
- Mixing and mastering
- Music production systems
ARTIST LINKS
RECENT AUDIO PROJECTS
JUCE Plugin ProGain / vst-gain A real-time-safe JUCE plugin boilerplate for VST/AU/Standalone builds, with DSP, UI, parameters, and presets kept cleanly separated. C++JUCECMakeVST3/AUSQLite presets Mastering Pipeline AI Assisted Mastering A source-aware mastering pipeline that renders candidate masters, scores them with audio metrics and optional local models, then exports the selected master with reports. PythonVST3 chainCLAP/MERT optionalAudio metricsHTML reports