My Projects

Early Stage Diabetic

Machine Learning Algorithm which predicts the probability of being diabetic in future by considering the present health factors. Trained on an UCL Diabetes Dataset

Prediction of Covid-19

Deep Learning Algorithm that detects Pneumonia Infections using X-Rays of Lungs. Trained on an alomost 4000 images of both Categories.

Brain Tumour Classification

Brain Tumour classification using Deep Learning and CNN. Classification is based on 3 Categories which includes 'No Tumour'and 2 Types of Brain Tumour.

Distracted Driver Detection

Predicting whether dashboard cameras can automatically detect drivers engaging in distracted behaviors. Given a dataset of 2D dashboard camera images.

Travel Histories Travel App

A Responsive App that suggest Historical Locations near you with integrated talking bot that guides you through the history. Integrated with Google Maps, Travel Histories is found to be more user friendly and smooth

Credit Card Fraud Detection

Created using Oversampled highly Unbalanced Dataset. This model is created using Ensembling Technique 'Random Forest Classifier' with F1 Score of 99.994%