Debjyoti Mukherjee Email and Phone Number

Analyzing Brain Scan Images for the Early Detection and Diagnosis of Alzheimer's Disease.● Collected structural MRI images from ADNI and Kaggle sources, followed by several preprocessing steps using OpenCV and Scikit-Image libraries including intensity normalization, feature detection, augmentation, and segmentation to extract meaningful insights from the data.● Devised a custom Convolutional Neural Network (CNN) using TensorFlow achieving a testing accuracy of 99.2%.● Deployed the model on Hugging face Spaces using a Streamlit interactive app as the front-end and a Docker container as the backend.● Maintained a Dagshub repository for efficient collaboration with multiple teams.

Analysed data from over 2000 Indian Steel Manufacturing firms listed on the Annual Survey of India, using statistical methods and identified key metrics contributing to profitability and value addition.