Notes & Digital Garden
These are my personal cheat sheets. They serve as a quick-reference guide for me to solidify my understanding of specific technologies and to troubleshoot faster when I'm back in the trenches.
Information Retrieval - Models
AI/MLCheat sheet for Information Retrieval models: from traditional lexical approaches to neural and LLM-based architectures.
Information Retrieval - Intro
AI/MLCheat sheet for Information Retrieval concepts: what it is, what it solves, how it works.
Python Backend Engineering - Q&A
BackendFlask/FastAPI, ASGI/WSGI servers, async I/O, concurrency, Dockerfile
Cloud Run - Q&A
InfraCheat sheet for serverless container deployment, scaling behaviors, and cost optimization.
More notes being added as I break things and fix them.