On the calendar · Tampa

Building Agentic AI Projects for ML Image Classification: XGBoost vs. CNN.

When

Wednesday, November 4, 20265:30 PM EST

Where

Entrepreneur Collaborative Center, Entrepreneur Collaborative Center, 2101 E Palm Ave, Tampa, FL 33605, USA, Tampa, FL

Credited to

Tampa Bay Biotech

Everyone is building “AI agents” by wrapping a large language model around their code. We tried that too. We wired Claude agent in as the orchestrator of a medical image classification pipeline, tested it, and then deleted it. What replaced it works better for this job: a deterministic agent that runs the whole pipeline on its own. * It works out its own plan. Nobody tells it the order of steps; it derives the order from what each skill needs and produces. * It picks the right tool. When cached features exist for the exact same data, it reuses them instead of recomputing: a 157-second run dro…

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