Pouya Amiri

By day I'm a Product Engineer at insightfactory.ai working across everything from infra to design, building a new platform for data analytics and AI. By night, I do independent ML research. I'm also building my own little robot.

I graduated from the University of Adelaide with a bachelor's in Computer Science. During my studies I did research on the effectiveness of LLMs for ultrasound report generation. I also interned at the Australian Bureau of Statistics, Atlassian, and HENNGE (in Tokyo!).

I enjoy hiking. My favourite trail has been Sant Jeroni in Monserrat. I'll also be doing the Annapurna Circuit later this year.

Things I'm learning / exploring:

  • Mechanistic Interpretability and SAEs
  • Optimising LLM inference on edge-devices
  • JAX (going through How to think in JAX)

If you're also excited about these topics, feel free to reach out!

Recent Blog

Improving performance by understanding user behaviour