Portfolio

Flipkart Product Categorisation | Code

Analysed a datset of over 20,000 e-commerce products using several data visualisation techniques. Then, with the help of several Machine Learning algorithms and Transformer based models, tried to classify these products based on their Product Category Tree.

How many topics? | Code

An open source project under Girlscript Summer of Code 2020 based on Topic Modeling, Classification, Natural Language Processing which aims to find a suitable value of number of topics which would suit almost all the datasets.

Fake News Classifier | Code

An ML application made under an open source program by Lets Upgrade to help users get notified about dubious news sources using Machine Learning and Natural Language Processing.

BMC Complaints Management App | Code

A MERN stack application developed under Hackoverflow Hackathon at Cepheus, 2021. The web application is aimed at improving the communication between citizens, government officials and agency members by providing suitable functionality to each one of them.

Codeforces Android App | Code

An Android App made in Kotlin where the user can look at the upcoming contests, rating changes and recent submissions of a user. The project is currently under progress. This project was made under Wootech 2020-21 Mentorship Program.

Machine Learning Mini Projects | Code

Implemented Several Machine Learning Algorithms from scratch like Linear Regression, Logistic Regression, Naive Bayes algorithm, Decision Trees, etc. some of the major datasets I worked on included making a House Pricing Prediction Model and Spam Email Classifier. I also made a Face Recognition and Mood Detection model using OpenCV.