Projects

Elemental Knowledge is an app I developed for students to easily learn about the elements. It gives information about a chosen element like its Atomic Number, Mass Number, Properties, and Trivia to make learning about that element fun. Elemental Knowledge has a 5 star rating on the PlayStore and has over 175 downloads.

Covid 19 Prediction using ML

I created a prediction model using the fb prophet model to predict new Covid19 cases using the John Hopkins dataset.

  1. My preliminary exploratory data analysis of the world wide Covid19 cases and future predictions can be found here.

  2. My exploratory data analysis of the Covid19 cases in India can be found here.

I created a system for the detection of driver drowsiness which has been submitted as a project to IRIS. It uses OpenCV for gathering realtime images of the driver and uses a Deep Learning model built with Keras using Convolution Neural Networks to classify the eye as open or close. If the driver is drowsy, it plays an alarm to alert the driver.

I created a model which predicts whether a patient has Parkinson’s Disease using an XGBoost model based on the patient’s medical records and certain test results.

I am currently developing a dustbin which automatically segregates waste using image recognition and is based on a no touch waste disposal and collection mechanism. SmartTrash has been selected for the second stage of the Conrad Challenge.

I am currently researching how photosynthesis from algae present in water can be used to remove carbon dioxide from water, and reduce water acidification by increasing the pH of water for the Institute for Research & Innovation in STEM(IRIS) National Fair.


Early Detection of Diseases

I formulated a program to convert a binary response questionnaire into a preliminary diagnostic report for a possible disease one may have.

I am currently researching and developing a natural nanoparticle using chitin which can be used for drug delivery for cancer patients. This nanoparticle is as effective as the free floating drug and does not cause toxic side effects like the clinical solutions currently used. It has been submitted for IRIS National Fair.

I created Great for Ecosphere. Great is Ecosphere's smart voice assistant which helps you reduce your carbon footprint.