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I study a topic until I can explain the key ideas in plain language.
About
This site is my personal learning system for tech. Instead of keeping notes private, I turn concepts into projects, videos, and writing to see whether I truly understand them. Helping others is a great side effect, but the main purpose is sharpening my own thinking.
I study a topic until I can explain the key ideas in plain language.
I reinforce the concept through a project, demo, or implementation.
I record the explanation here so my understanding is visible and testable.
Most topics start as a question I want to understand better. I study it, build something small around it, and then explain it through a video or post. Over time, the site becomes a timeline of what I've learned, how I've applied it, and how my understanding has evolved.
LLM workflows, model intuition, evaluations, prompting, and applied machine learning systems.
Infrastructure, deployment patterns, backend architecture, and platform tradeoffs.
Pipelines, analytics, warehousing, experimentation data, and distributed data ideas.