Research & Projects

Low-Carbon Intelligent Energy and Unmanned Automation Laboratory (Supervised by Prof. Jiang Huaiguang) 

• Collaborated with PhD and MPhil students on experiments, contributing to five published papers in high-impact journals and conferences.

• Specialized in AI-driven time series forecasting and power distribution, implementing advanced models to enhance predictive accuracy.

• Managed the lab's server infrastructure, including network configuration, system maintenance, and environment setup.

• Developed and optimized algorithms for various applications, including net load forecasting, guide RNA design for CRISPR, and nonintrusive load monitoring in smart grids.

• Successfully integrated diffusion and transformer models for improved promoter synthesis and strength prediction in deep learning.

nya-lyric | Desktop Apple Music Lyrics Display Widget

• Developed a zero-dependency widget replicating Apple Music’s lyrics display using JS and CSS, including gradient lyrics progress, floating glow, and animations

• Utilized pyatv to fetch the current track from HomePod via AirPlay and retrieved word-by-word lyrics from QQ Music for parsing

• Created a complete desktop application by integrating frontend and backend code using the Electron framework

Project link: https://github.com/LynMoe/nya-lyric

NyaBase | Laboratory Container Management System

• Independently developed frontend (Vue.js + ArcoDesign), backend (Koa.js), Daemon, and container images for seamless server cluster management, including user isolation and management through containers, and visualizing resource usage 

• Implemented host Daemon communication with DockerSocket and monitoring facilities for managing and monitoring container resources such as CPU/GPU

Project link: https://github.com/LynMoe/NyaBase

ByReader | PWA Comic Reader

• Developed a PWA comic reader using the Ionic mobile framework and Vue.js, with backend support from Koa.js, integrating multiple site sources, favorites, and reading progress

• Manually created comic reader page-flipping components, utilizing virtual lists for page loading, supporting various touch gestures, and adapting to dynamic widths and both landscape and portrait modes

Project link: https://github.com/LynMoe/ByReader

Puss | Quadruped Robot Design and Practice (Supervised by Prof. Jiang Huaiguang)

• Modeled a quadruped robot using rigid-body dynamics, constructed QP equations with foot force constraints, and optimized for balance

• Analyzed and reverse-engineered the original robot structure, independently designing, producing, and validating the end-effector wheel design through static simulation methods