Renteous - Property Management Software

Fully featured Property Management Software including accepting rent payments, custom NLP chat-bot, advanced bookkeeping and more!

I built the entire backend system including an NLP chat bot from scratch utilizing a Naive Bayes classifier, a Decision Tree, and Levenshtein Distance (for misspellings). It used keyword matching to be trained insanely fast, and relied on the Naive Bayes classifier to learn over time. It also cross referenced the Oxford Dictionary API to ensure each new word it hadn’t learned yet were being added to the right word class. It remains the most accurate chat bot I’ve used to date!

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