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Naveen's Projects

building-neural-nets-with-numpy icon building-neural-nets-with-numpy

Building neural networks from scratch provides a unique perspective, akin to constructing a complex structure from its bare components.

loan-eligibility-prediction- icon loan-eligibility-prediction-

This Machine learning model gives us whether the client is eligible for the loan or not , using classification algorithms the model works

medical-rag-using-bio-mistral-7b icon medical-rag-using-bio-mistral-7b

This is a RAG implementation using Open Source stack. BioMistral 7B has been used to build this app along with PubMedBert as an embedding model, Qdrant as a self hosted Vector DB, and Langchain & Llama CPP as an orchestration frameworks.

mnist_digit_recognition icon mnist_digit_recognition

Using this machine learning model machines can recognize handwritten digits . Note those digits can of any style

pdf-question-answering-bot- icon pdf-question-answering-bot-

Unlocking the power of advanced language technologies, our PDF Question Answering Bot seamlessly integrates LangChain and Google Gen AI to revolutionize how information is extracted and comprehended from PDF documents.

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