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Machine Learning approach to Bengali Corpus POS (Parts of Speech) Tagging using BNLP (Bengali Natural Language Processing) Toolkit. This is the Minor Project Presentation at Heritage Institute of Technology under the mentorship of Prof. Sandipan Ganguly.
An interactive chatbot that engages with users in real-time conversations, providing personalized responses. With its advanced Natural Language Processing (NLP) capabilities, it can interpret user queries accurately. Created for websites catering to a small niche.
Mindalism is a web application that enables the user to transcribe their thoughts onto our digital journals through the power of Speech-to-Text capabilities. We not only enable them to record their thoughts, experiences, and feelings, but we catalog the history so users can revisit memories, and receive AI-generated summaries and analytics
I leveraged an algorithmic approach for document classification and document clustering. Various models have been trained for document classification and they all have been evaluated using performance metrics followed by tuning of the model hyper-parameters to reach the most accurate classification. Additionally, a model has been trained for doc…