What I Measure Before Calling a Model Ready
Accuracy is only one part of deciding whether an applied machine-learning system is ready to ship.
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I'm the kind of engineer who doesn't just build systems. I build systems that build themselves.
While most developers are still manually deploying containers, I'm teaching AI to manage entire infrastructures.
I build practical AI, IoT, and full-stack systems, taking ideas from model development to real-world deployment.
Read My StoryTechnical Proficiency
Accuracy is only one part of deciding whether an applied machine-learning system is ready to ship.
Read articleWhat changes when sensors and users cannot depend on a constant internet connection.
Read articleA practical guide to taking a computer-vision model from training to low-latency edge inference.
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