Projects

Web-based diagnostic system to detect brain tumors from MRI scans and cataracts from fundus images of the eye. Developed a CNN-LSTM model for cataract detection and fine-tuned an EfficientNet-3 model for brain tumor classification.

Trained an Encoder-Decoder type model using a combination of InceptionV3 and LSTM model on the Flickr-8k dataset for generating sentence-based descriptions for an input image. Built a mobile application with the functionality of uploading an image and generating a caption.

Every year, 86,000 people die due to delayed healthcare services. Green Route, a mobile app, helps ambulances move faster through traffic by alerting nearby Google Maps users within 1 km of the ambulance’s path to clear the way for the ambulance.

Hateful and Offensive speech classification using 30k randomly extracted tweets from Twitter. Applied pre-processing techniques on tweets and designed an LSTM model for binary classification.