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Pramod Thapa's Projects

chat_application icon chat_application

Chat application with React js and Node js along with socket.io and MongoDB. The project implements JWT for authentication and numerous React and Node js concept in a practical approach.

credit_risk_analysis icon credit_risk_analysis

The project includes the model evaluation with five different machine learning algorithms. Each algorithm is trained and tested with pre-processed and normalized datasets and tuned with their respective hyper parameters to get best value of evaluation metric.

customer_sentimnet_analysis icon customer_sentimnet_analysis

Sentiment analysis with LSTM model with word embedding and Natural Language Processing techniques. The project implement various text-preprocessing techniques along with deep learning concept. The accuracy of the model is around 97%.

java_dsa icon java_dsa

Implementing data structure and algorithm in java programming language.

leapfrog-assignments icon leapfrog-assignments

This is the GitHub repository containing Leapfrog assignments links submitted by Pramod Thapa (40th Batch Software Engineering Internship).

todo icon todo

Micronaut Todo Application

x_ray_image_detection icon x_ray_image_detection

X-Ray image detection with CNN architecture and transfer-learning. It can classify x-ray image between pneumonia, covid and normal with visualization of intermediate layers.

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