Hello, I'm
Jiate Liu
Mathematics to intelligent systems.
Mathematics graduate from Lanzhou University, now pursuing an MPhil in AI Engineering at UNSW.
Explore My Work
Education
Lanzhou University mathematics foundation and UNSW AI Engineering study.
Explore EducationResearch
Interests shaped by mathematical rigor, AI models, and reliable systems.
View Research FocusAbout me
I am Jiate Liu. My academic background began in Mathematics and Applied Mathematics at Lanzhou University, and I am now pursuing an MPhil in AI Engineering at UNSW.
I am interested in using mathematical structure, careful reasoning, and engineering practice to build AI systems that are clear, useful, and reliable.
More About Me
Mathematics
Reasoning from structure, abstraction, and proof.
AI Engineering
Turning models and ideas into usable systems.
Problem Solving
Breaking complex questions into clear steps.
Clarity
Making technical work easier to understand.
Education
from proof to prototypes
MPhil in AI Engineering
UNSW
Studying artificial intelligence engineering with a focus on turning models and ideas into working systems.
Mathematics and Applied Mathematics
Lanzhou University
Built a rigorous foundation in mathematical thinking, abstraction, and quantitative problem solving.
AI + Mathematics
Research and Engineering
Connecting mathematical clarity with practical AI engineering workflows.
Research Focus
questions, models, systems
Mathematical Foundations
Using abstraction, structure, and quantitative reasoning as the base for AI work.
Model Engineering
Understanding how AI models become reliable, testable, and useful systems.
Research Systems
Building clean experiments, evaluation notes, and prototypes around technical ideas.
Selected Projects
Discuss Projects
Machine Learning Experiments
Small, focused experiments for understanding model behavior and evaluation.
AI System Prototypes
Applied engineering work that connects model outputs with usable interfaces.
Mathematical Notes
Readable notes and sketches that turn abstract ideas into working intuition.
Let's Connect
I am open to discussing AI engineering, research ideas, projects, or opportunities.
