Learning how to serve and benchmark local LLMs (WIP).
Simon Xiang
SWE @ AWS · Seattle
Hi, I'm Simon. Welcome to my personal website! Currently, I work as a software engineer at AWS - formerly I was a quantitative researcher at a QuantLab spinoff. I graduated in Fall 2023 with a degree in pure math from UT Austin.
I'm interested in systems, machine learning, LLMs, mathematics, and the overlap between them. If you want to chat, feel free to reach out!
Projects
all projectsA quick kanji lookup tool for the Kodansha Kanji Learner’s Course (KKLC), featuring OCR-powered mnemonics and smart search.
A collection of live-TeXed notes I took as an undergrad, spanning topics from algebraic topology to TQFTs.
Recent writing
Extras
sidequests
construction zone
- Set out on a quest to run a sub 20 minute 5k in January 2026, starting from 26 minutes. This should be achievable by EOY - I just ran 21:24 in a time trial (August 2026). TODO: write more on this in a blog post. Follow me on Strava!
- Dialing in the perfect espresso - Ascaso Uno and Option-O p64. Currently brewing Anchorhead Guatemala El Canchon. It has a really nice tea-like clarity with a hint of acidity.
- Since I live in Seattle it's mandatory that I ski in the winter and hike in the summer.
- (historical note) Back at UT I did triathlon training, which led to road cycling, and finally evolved into running. Also learned basic tennis, golf, judo...too many hobbies too little time. It's just running and table tennis nowadays.
Sesame (my cat)
Some photos of Sesame.






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table tennis
construction zone
- ping pong
reading
Recent books/articles/things I've read.
- The Three-Body Problem trilogyCixin Liu
- Norwegian WoodHaruki Murakami
- Never Let Me GoKazuo Ishiguro
- Norwegian Singles Method (running)James Copeland
- The Death of Ivan IlyichLeo Tolstoy
- The StrangerAlbert Camus
- The OdysseyHomer