I am Jiamu Shangguan,
Math student at the U of Waterloo.
I'm passionate about Machine Learning.
I also make games, compose music,

I'm a first-year Mathematics student at the University of Waterloo, exploring the intersection of applied math, scientific computing, and machine learning. I enjoy digging into the theory behind algorithms and finding elegant solutions to complex problems.

Outside of academics, I build games in Godot and compose music as a keyboardist. These creative outlets keep me balanced — and remind me that problem-solving isn't just about numbers.

Beyond the Classroom

I bring mathematical rigor to everything I create — whether it's designing neural network architectures that leverage differential equations for physical simulations, or composing music where harmonic progressions follow patterns rooted in number theory. For me, the elegance of a well-structured proof and the flow of a melodic line share the same DNA: precision, balance, and an underlying logic that feels inevitable once discovered.

Education

Technical Skills