01
Bringing diffusion workloads onto custom hardware through C++/Python tooling, operator lowering, and hardware-aware optimization.
Co-author · Submitted to ISSCC 2027
University of Washington Seattle
Yueyang Zhongalso, Landy.
I work on efficient ML inference.
I’m an Electrical & Computer Engineering undergraduate at UW, interested in making models run more efficiently—and understanding the systems underneath.
Seeking Summer 2027 internships Systems · ML Infrastructure · SWE
Research & engineering
Selected work.
From model execution
to things you can hold.
↗
02
Allocating high-resolution computation selectively in coarse-to-fine 3D generation, while preserving the full latent representation and attention context.
First author · Submitted to ICLR 2027
03
An analog guitar overdrive pedal inspired by Tonepad. Schematic and PCB design in Altium, with circuit and assembly notes in English and Chinese.
Personal project · Source & notes on GitHub
Also
Co-author of PyraQuant, a spatial mixed-precision diffusion manuscript submitted to ICLR 2027.
A little background
Always curious
about what’s
underneath.
I’m drawn to the details that shape how a system behaves: where computation goes, how hardware constrains it, and what makes an implementation work.
Before UW, I studied at Rutgers. Along the way, I’ve worked on ML systems at Duke’s CEI Lab, supported students in calculus and physics, and helped build an embedded device.
Experience
Full résumé ↗Duke University · CEI Lab
Undergraduate Researcher
Efficient inference and hardware-aware ML systems.
Rutgers University
Undergraduate Learning Assistant
Calculus I and Elements of Physics. Weekly recitations for 20 students.
Coffices Electronics
Electronics Engineer Assistant
PCB design, embedded integration, bench testing, and documentation.
Education
University of Washington
B.S. Electrical & Computer Engineering
Expected June 2028
Rutgers University–New Brunswick
Undergraduate study in ECE · Transferred to UW
GPA 3.954/4.0 · Dean’s List, Fall 2024, Spring 2025 & Fall 2025
Away from the screen
Some notes.
Some noise.
I play guitar and trombone, listen closely, and write about the things that stay with me.
Notes & MusicKeep in touch
Let’s make something
work better.
Open to Summer 2027 internships
in systems, ML infrastructure, and software.