Projects

B.Tech Final Year

• Implementing an Unitary Transformation Based Quantum Classifier with modReLU Based QNN.

Personal

• Stella: The Lens Solver

Here an AI assistant named Stella is being created to recognize the text using a camera or from an image and then we feed the data to ChatGPT API for fetching the answer. The answer is then shown to the screen of the user.

• Weather Forecasting of Kolkata using Prophet

From the historical weather data of the world, the data of Kolkata, West Bengal, India are sorted out and then Meta's Prophet model is used for predicting future weather conditions.

• Netflix Stock Price Prediction

Here we are trying to predict the Close Value which refers to the closing price of the particular Netflix stock on a given trading day. We are specifically using Linear Regression (Multi-Linear) in this project.

• IQ-OTH/NCCD Lung Cancer Detection using CNN

Here using Convolutional Neural Networks coupled with a  combination of Average Pooling and Max Pooling, whether there is a cancer nodule present or not in the CT scanned images of the Lungs is detected. The Dataset is provided by The Iraq-Oncology Teaching Hospital / National Center for Cancer Diseases, and the total achieved accuracy from the model is 99.545%.