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Sunil Kumar's Projects

bbc_news_classification_lstm icon bbc_news_classification_lstm

BBC News Classification leverages machine learning to categorize diverse articles into predefined topics such as Business, Entertainment, Politics, Sport, and Tech. By analyzing content, it assigns relevant categories, aiding in efficient content organization and user navigation.

crop_prediction icon crop_prediction

ApnaAnaaj aims to solve crop value prediction problem in an efficient way to ensure the guaranteed benefits to the poor farmers. The team decided to use Machine Learning techniques on various data to came out with better solutionThis solution uses POLYNOMIAL MULTIVARIABLE REGRESSION technique to predict the crop value using the data trained from authentic datasets of Annual Rainfall, WPI Index for about the previous 10 years. This implementation proved to be promising with 93-95% accuracy.

llama2-medical-chatbot icon llama2-medical-chatbot

This is a medical bot built using Llama2 and Sentence Transformers. The bot is powered by Langchain and Chainlit. The bot runs on a decent CPU machine with a minimum of 16GB of RAM.

mice-protein-expression icon mice-protein-expression

Executed in-depth analysis on protein expression data from mice experiments, discerning discriminant subsets across varied mouse classes. Employed rigorous model training and evaluation techniques to identify distinct protein profiles, offering crucial insights into genotype and behavioral correlations.

multipdf-chat-app icon multipdf-chat-app

A Langchain app that allows you to chat with multiple PDFs The MultiPDF Chat App is a Python application that allows you to chat with multiple PDF documents. You can ask questions about the PDFs using natural language, and the application will provide relevant responses based on the content of the documents.

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