MG Signal · Gen AI · Machine Learning
Analytics Didn't Go Away. It Got More to Work With.
Traditional Analytics and ML aren't obsolete. GenAI turns years of unreadable text into data they can use, then explains the results back to people.
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I build AI that works.
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Chief AI Scientist · Data to Deployment · Machine Learning · Edge AI · Data Science.
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Stories from real production AI systems — deployments, failures, and lessons learned.
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From the field
MG Signal · Gen AI · Agentic AI
The Model Is Only 10% of Your AI Agent
In any agentic system, the model is about 10%. The other 90% is data engineering. An anatomy of one agent turn—and why the leverage was never in the model.
Read →Machine Learning · AI
Data Science, ML, AI: The Map Most People Get Backwards
Most people think AI means ChatGPT. Here's how Data Science, Machine Learning, and AI actually relate — an intersection, not a hierarchy — and what it all rests on.
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