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Ozioma Ochin

Backend engineer with 5+ years of experience building production Java systems. I write about architecture decisions, design tradeoffs, and the bugs that teach you the most.

Location Boston Massachusetts Joined Joined on 

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Semantic Search Is an Architecture Problem

Semantic Search Is an Architecture Problem

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10 min read

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The Service Layer: Where Separate Components Become a System

The Service Layer: Where Separate Components Become a System

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Why Most Developers Reach for a Vector Database Too Soon.

Why Most Developers Reach for a Vector Database Too Soon.

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Building a Semantic Search API with Spring Boot and pgvector - Part 3: The Embedding Layer.

Building a Semantic Search API with Spring Boot and pgvector - Part 3: The Embedding Layer.

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9 min read
Building a Semantic Search API with Spring Boot and pgvector - Part 2: Designing the PostgreSQL Schema

Building a Semantic Search API with Spring Boot and pgvector - Part 2: Designing the PostgreSQL Schema

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Building a Semantic Search API with Spring Boot and pgvector - Part 1: Architecture

Building a Semantic Search API with Spring Boot and pgvector - Part 1: Architecture

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9 min read
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