Hi there 👋, I am Ryan Cheng

I’m a 21-year-old computer science studentwith a passion for technology, programming, and creative breakthroughs. Currently, I’m based in Taipei/Taiwan pursuing my degree and diving deep into the dynamic world of software development, always eager to learn and push the limits of innovation.

📘 About Me

• 🌱 I’m currently diving deep into Machine Learning and Web Search & Mining
• 👨‍💻 I’m working on a couple of side projects related to web development and real-world scheduling problem.
• 💡 I’m interested in solving real-world problems using technology and am always looking for new challenges.
• 📫 How to reach me
  • Email: ryan98153@gmail.com
  • Portfolio: https://ryancheng98153.github.io
  • LinkedIn: ryan-cheng

🎓 Publications

Check Publication on Google Scholar

• Don’t do rag: When cache-augmented generation is all you need for knowledge tasks
  • The Web conference 2025 (first author)
• Efficient beam search for large language models using Trie-based decoding
  • EMNLP 2025 (third author)

🔧 Technologies & Tools

• Language: C/C++, JS/TS, Python, Golang
• Frameworks/Libraries:
  • Web Development: React, NextJs, Node.js, ExpressJs, React Native
  • Machine Learning: Pytorch, Pandas, sklearn
  • API Design & Development: gRPC, RESTful APIs
• Tools: Git
• Database: MySQL, PostgreSQL, MongoDB, SQLite

🌟 Projects

📚 I’m currently reading

• “The art of clean code - Best Practices to Eliminate Complexity and Simplicity Your Life” by Christian Mayer
• “Clean Code: A Handbook of Agile Software Craftsmanship” by Robert C. Martin

  📊 GitHub Analytics

---

Last updated on October 18, 2024.