A lightweight machine learning project where I ported an existing logistic regression pipeline to a Naive Bayes–based classifier. Focused on comparing model performance and a usable outcome, to integrate with Nycto OS.

Current Progress

• Completed port from logistic regression to Naive Bayes
• Evaluating model performance

Technical Challenges

Balancing model accuracy and runtime performance while re-implementing the pipeline from scratch and documenting findings .