/ibm-machine-learning

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IBM Machine Learning Project Cycle 2024

Our team placed 2nd, yay!

Our Presentation:

https://www.canva.com/design/DAGLRRNMamY/bJC_bgXLTtvU-YDjXImJRg/edit?utm_content=DAGLRRNMamY&utm_campaign=designshare&utm_medium=link2&utm_source=sharebutton

The presentation is more business-oriented and presents the solution to a non-technical audience, though we did provide technical background and expand on concepts as necessary.

Our Product

A model to predict the success/failure of a proposed construction project.

  • 98% recall of failing projects prior to starting: Identify projects which will fail if construction begins with current conditions.
  • 93% recall of failing projects during progress: Identify projects which will fail if construction continues with current conditions.

A LLM with RAG (Retrieval augmented generation) to quickly retrieve construction codes and regulatory information.