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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
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Semantic Search Is an Architecture Problem

#systemdesign #machinelearning #java #backend
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10 min read

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The Service Layer: Where Separate Components Become a System
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The Service Layer: Where Separate Components Become a System

#java #vectordatabase #springboot #webdev
1
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10 min read
Why Most Developers Reach for a Vector Database Too Soon.
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Why Most Developers Reach for a Vector Database Too Soon.

#backend #webdev #vectordatabase #semanticsearch
3
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9 min read
Building a Semantic Search API with Spring Boot and pgvector - Part 3: The Embedding Layer.
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Building a Semantic Search API with Spring Boot and pgvector - Part 3: The Embedding Layer.

#java #openai #postgressql #springboot
2
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9 min read
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 2: Designing the PostgreSQL Schema

#java #springboot #postgressql #vectordatabase
1
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10 min read
Building a Semantic Search API with Spring Boot and pgvector - Part 1: Architecture
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Building a Semantic Search API with Spring Boot and pgvector - Part 1: Architecture

#java #springboot #semanticsearch #postgressql
2
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9 min read
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