Areel Khan 
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About me

I'm Areel, a new grad from the University of Waterloo with a Bachelor of Mathematics. I currently work as a Software Engineer at Fable Security, where I'm building data pipelines and agentic systems.

I've interned at TD, Super, Hopper, Replicant, Trayd, Health Canada, and the University of Waterloo doing data science, data engineering, software engineering, and machine learning research.

Outside of work, I tinker with LLM security, red teaming, and jailbreak techniques. See blogs for more details.

I also cook (a lot), read about sports science, maximize credit card points, rewatch childhood animes, and rock climb.


Research and Engineering Interests

  • Data pipelines
  • Agentic systems
  • LLM safety
  • LLM red teaming
  • LLM jailbreaking

Latest posts

See all posts
  • Jailbreaking LLMs: Competing Objectives and Mismatched Generalization
    Takeaways and thoughts after reading "Jailbroken: How Does LLM Safety Training Fail"
  • LLMs only predict the next word in a sentence
    A hand-wavy explanation for how LLMs are autoregressive
© 2025 • Areel Khan 👀
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