Meng Yuan
Senior Applied Scientist at Oracle
Melbourne, Victoria, Australia
Summary
👤
Senior🎓
Top SchoolMeng Yuan is a Senior Applied Scientist and Research Fellow with a decade of experience advancing information retrieval, embedding interpretability, and evaluation methodology. With a PhD in Information Retrieval from the University of Melbourne and recent industry appointment at Oracle, she builds end-to-end pipelines that combine rigorous statistical benchmarking, bootstrapping, and advanced indexing to optimize domain-specific search. Her current work pushes RAG and LLM training protocols forward through automated user-persona generation and systematic LLM-driven user simulations, bridging research and production needs. She has applied these methods to cross-modal retrieval, fake-news detection, and search-as-learning, and often surfaces interpretability insights from embedding spaces. Based in Melbourne, she blends academic rigor with practical engineering and a quiet passion for astronomy and open knowledge sharing that informs her collaborative, impact-driven approach.
10 years of coding experience
The University of Melbourne
English, Chinese, Japanese
Github Skills (4)
leveldb7
tostring7
key-value4
cpp1
Programming languages (2)
Github contributions (5)
abigailyuan/abigailyuan.github.io
Oct 2017 - May 2025
Contributions:6 pushes, 1 branch in 7 years 7 months
abigailyuan/COMP10001_2018sm2
Oct 2018 - Aug 2019
Contributions:2 pushes, 1 branch in 10 months
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.