Burak Ayyorgun
EE + Math @ UPenn '29 · Embedded Systems · ML Research · ISEF '24
About
I'm a first-year student at the University of Pennsylvania studying Electrical Engineering and Mathematics. My research interests sit at the intersection of embedded systems and machine learning — specifically, building ultra-lightweight models that run on microcontrollers in noisy real-world environments.
I've been building electronics and programming since 2019 — from self-balancing robots and autopilot UAVs to edge ML pipelines on the Raspberry Pi and Arduino. I'm also a serious mathematics self-learner, working through topics from linear algebra and analytic geometry to real analysis.
Research
Developing Ultra-lite ML Models for Crash Detection in Noisy Environments
News
- May 2024 Regeneron ISEF Finalist, Embedded Systems category, Los Angeles.
- Early 2024 1st place, Prince William-Manassas Regional Science & Engineering Fair (Robotics & Intelligent Machines).
Recent Writing
- May 2024 Building Ultra-lite Crash Detection on the Edge
How I built a crash detection model small enough to run on a microcontroller.