Ahmet Özel

AI Engineer. Computer Vision (YOLO/ONNX), RAG and LLM agents. I build and ship production AI systems.

Joined on Jun 8, 2026

Ahmet Özel

Jul 2

AutoRAG vs RAGBuilder vs Red Hat AutoRAG: Which RAG Pipeline Wins on YOUR Data (and Their Shared OCR Blind Spot)

#rag #ai #llm #opensource

3 min read

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Ahmet Özel

Jun 8

One MCP server for Jira, Confluence and Bitbucket: 61 tools under one config

#mcp #ai #python

2 min read

Ahmet Özel

Jun 8

What I learned building a document chunking and embedding API for RAG

#rag #ai

2 min read

Ahmet Özel

Jun 8

Designing a config-driven agentic RAG platform for customer support

#ai #rag #mcp

2 min read

Ahmet Özel

Jun 8

Classical RAG vs Agentic RAG: a practical decision guide

#rag #ai #llm #python

3 min read

Ahmet Özel

Jun 8

Building an agentic Jira automation platform with MCP and Temporal

#ai #mcp #python #opensource

3 min read

DEV Community

Ahmet Özel

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2 Week Community Wellness Streak

1 Week Community Wellness Streak

Writing Debut

AutoRAG vs RAGBuilder vs Red Hat AutoRAG: Which RAG Pipeline Wins on YOUR Data (and Their Shared OCR Blind Spot)

Want to connect with Ahmet Özel?

One MCP server for Jira, Confluence and Bitbucket: 61 tools under one config

What I learned building a document chunking and embedding API for RAG

Designing a config-driven agentic RAG platform for customer support

Classical RAG vs Agentic RAG: a practical decision guide

Building an agentic Jira automation platform with MCP and Temporal