I am Samuel Umoren.
I am passionate about AI engineering, software architecture, and computer engineering in general.
I build AI systems that solve real problems - from semantic search engines to personal writing assistants. Currently working on context reconstruction systems while learning ML fundamentals from first principles.
This blog documents my journey understanding machine learning concepts deeply enough to teach them clearly. Every article starts with "how does this actually work?" and ends with working code.
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