About me
• Software Engineer in Mediatek (AIDE)
• Maintain Drone CI/CD Plugin (15)
• Member of Gitea Platform
• Member of Gin Golang Framework
• Maintain GitHub Actions Plugins (18).
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⼤綱
• What’s MLOps?
• AI Developer Pain Points
• AI MLOps Solution
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What’s MLOps
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https://en.wikipedia.org/wiki/MLOps
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1. Shortening Development Cycles
2. Increasing Development Velocity
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MLOps: Manual process
https://bit.ly/3L8xMRC
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Automated ML Pipeline
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Automated ML Pipeline
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AI Developer
Pain Points
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AI Development Pain Points
• 運算資源不⾜? (80%)
• 如何⾃動化流程? (20%)