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sairakbar/README.md

hello! 🪼

This is where I keep the projects I build outside of work.

Most started with a question I couldn't stop thinking about. I usually build something before I convince myself I know the answer.

I'm slowly moving everything here, and adding new ideas as I go.

questions currently scratching my brain

  • When should a product trust its own model?
  • How do you know a good decision when the outcome is uncertain?
  • What makes an explanation genuinely useful?
  • Can we build systems that are both accurate and understandable?

Pinned Loading

  1. memory-drift memory-drift Public

    A memory system for AI that fades over time instead of either remembering everything forever or panicking at the first inconsistent thing someone says.

    Python

  2. carbon-butterfly-engine carbon-butterfly-engine Public

    Does switching to rail actually cut down how much someone flies, or is that just a nice story correlation tells us? Built to find out properly, with propensity score matching, a validation check ag…

    Python

  3. humility-engine humility-engine Public

    I built an AI system to route support tickets, then found out its confidence scores couldn't actually tell a stolen phone apart from a lost card. Both looked equally "sure" to it, one was way more …

    Python

  4. thin-file thin-file Public

    Auditing whether an old credit rule still makes sense, given who's actually applying now.

    Python