# Developing audio-based automatic sheet music page-turning feature (TensorFlow 2)- Developed a real-time polyphonic piano transcription model- Developed an audio separation model- Dataset preprocessing using CUDA C++ with Python integration# Designing and implementing the overall appearance and the core features of the PianoKiwis app- Developing the macOS/iOS (Swift) & Android (Kotlin) versions- Developing the cross-platform core component of PianoKiwis (Rust) - Integrated the DL models - Integrated other DSP & algorithmic components# Developing an editor and a renderer for interactive online piano lessons# Developed the framework of the web backend of PianoKiwis (ASP.NET Core)

- Developed floating-point addition and multiplication modules with Verilog.- Deployed the Verilog modules to a Xilinx FPGA.- Learned the AMBA AXI4-Stream protocol.- Integrated the Verilog kernels with C++ via XRT & OpenCL.

- Worked as a pair- Made some minor frontend UI components with TypeScript & React- Made the overall backend framework with ASP.NET Core & EF Core with MySQL- Implemented automatic math test paper generation with Rust and WebAssembly.- Designed a markup language for math test papers.- Developed a language server for the markup language with C++.- Payment system integration- Live streaming with replay using Azure Media Services- Live Chat using SignalR- Azure Media Services integration with 3rd-party CDN (other than Azure CDN)- Customized Swagger generation logic with nullability and automatic endpoint logging using reflection and dynamic type generationhttps://www.unnormals.co.kr