Education

Liaoning Normal University (LNNU), Dalian, China
School of Computer Science and Artificial Intelligence
Undergraduate Student in Artificial Intelligence
Sep. 2024 - Expected Jun. 2028

• Ranked 1/60 students in the Artificial Intelligence major.
• Relevant coursework: Data Structures and Algorithms, Machine Learning, Deep Learning, Operating Systems, Computer Networks, Database Systems.

Research Experience

Deep Learning for Human-Robot Collaboration

Implementation Contributor
Nov. 2024 - Present

• Familiar with PyTorch and deep learning development through hands-on research experience in model implementation, training pipelines, data preprocessing, and experimental validation.
• Participated in model reproduction, architecture modification, loss function adjustment, and experimental analysis for a research project on human-robot collaboration.
• The manuscript is currently under submission to IEEE Robotics and Automation Letters, RA-L.

Lab Deep Learning Server Maintenance

Nov. 2024 - Present

• Assisted in maintaining the Ubuntu 22.04 deep learning server for laboratory research.
• Configured Linux multi-user workspaces, CUDA/PyTorch environments, and remote networking solutions such as Tailscale/ZeroTier for off-campus access.

Selected Projects

inside-transformer

Built a beginner-friendly tutorial and minimal implementation of modern Transformer architectures, covering self-attention, multi-head attention, RoPE, and Transformer blocks.

https://github.com/Antrairs/inside-transformer

Personal Academic CV

Built this academic CV website with Astro, TypeScript, Tailwind CSS.

Skills

• Programming: Python and TypeScript/JavaScript; working knowledge of C/C++, Java/Kotlin, and SQL.
• Deep Learning: PyTorch model implementation, training pipelines, preprocessing, and experimental evaluation.
• Libraries: PyTorch, NumPy, Pandas, Matplotlib, scikit-learn, and Hugging Face Transformers.
• Web Development: Bun, Vite, React, TypeScript, Tailwind CSS, Astro, and responsive frontend development.
• Tools & Systems: Linux, Docker, Git, SSH, CUDA/PyTorch environment setup, and remote server maintenance.