Mehmet Hilmi Emel

Mehmet Hilmi Emel

Acedemand, MLOps Engineer

Istanbul, Turkey

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Mehmet Hilmi Emel is a AI Engineer and Google Cloud GenAI Champion specializing in scalable Generative AI systems and Cloud-Native architectures.

Currently working at Acedemand (Google Cloud Premier Partner), Mehmet bridges the gap between deep theoretical AI—understanding Transformer attention mechanisms and matrix operations—and production engineering. He has extensive experience in orchestrating distributed training pipelines using Ray on Kubernetes.

Mehmet is deeply invested in the open-source ecosystem; he architects sophisticated agentic AI workflows using frameworks like LangChain and the Google GenAI SDK. He further empowers these autonomous systems by implementing open standards such as the Agent-to-Agent (A2A) and Model Context Protocol (MCP) for robust interoperability.

An active voice in the global community, Mehmet is a returning speaker at Linux Foundation events, having notably presented at the Open Source Summit in South Korea. Beyond the stage, he is a tech content creator on YouTube, where he shares hands-on tutorials on building end-to-end AI solutions. He is based in Istanbul, Türkiye.

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Area of Expertise

  • Information & Communications Technology

Topics

  • AI
  • AI Agents
  • MCP
  • LLMs
  • Agentic AI
  • Machine Learning
  • MLOps
  • Google Cloud

Open Source Summit Korea 2025 Sessionize Event

November 2025 Seoul, South Korea

Mehmet Hilmi Emel

Acedemand, MLOps Engineer

Istanbul, Turkey

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