This Wednesday in Tampa · Startup & Business

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

Name: Building Agentic AI Projects for ML Image Classification: XGBoost vs. CNN.
Start: 2026-11-04T22:30:00.000Z
Location: Entrepreneur Collaborative Center

Wed, Nov 4 · 5:30 p.m.EST

Entrepreneur Collaborative Center · Tampa

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, test…

photo: Meetup

When

Wed, Nov 4 · 5:30 p.m.EST

Where

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

Free

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When and where

Date and time: Wed, Nov 4 · 5:30 p.m.EST — local Tampa time
Location: Entrepreneur Collaborative CenterEntrepreneur Collaborative Center, 2101 E Palm Ave, Tampa, FL 33605, USA, Tampa, FL, Tampa, FLTampa

About this event

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 drops to 77 seconds.

* It handles trouble on its own. It stops on bad data, retries a failed save, and refuses to promote a model that fails its quality gates.

* It logs its reasoning. Every decision is written down with the rule behind it.

And every run, by every route, produces a byte-identical model.

This talk walks through that project end to end: a five-class lung CT-patch classifier (normal, b