Document Classification | GitHub: https://github.com/naveen-indluru/Document-Classification Built a Naive Bayes model from scratch to classify text from the 20-newsgroups dataset, leveraging Python, NLTK, and Scikit-learn., Optimized model performance by comparing against Scikit-learn's multinomial version.
NLP-Based Ticket Classification Automation | GitHub: github.com/inaveen9/ticket-classification Developed an NLP-based classification model to automate ticket routing for a ticket management platform., Implemented Bag-of-Words and TF-IDF techniques for text analysis and feature extraction, achieving improved process efficiency.