A Multi-Input, Multi-Task, Transformer-Based Architecture for Empathy and Distress Prediction
Co-authored a transformer-based architecture to predict empathy and distress scores from textual, numerical, and categorical data collected in reaction to news stories
Published at: 11th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis (WASSA 2021), co-located with EACL 2021 (link)
Achieved distress correlation (0.574), and the empathy correlation (0.517)
CityConnect: Pothole Complaint Management
Developed a Pothole detection and reporting system and designed an android application for the same in Java.
I worked on the custom Machine Learning model using Tensorflow, crucial to identifying whether an image is a pothole.
Designed an easy-to-follow User Experience(UX) for both the authorities and the general public to use it efficiently.
PotterCode: Programming Language
Cocreated a new programming language called “PotterCode” from scratch aimed at children trying to learn to code..
Invented brand new syntax based on the “Harry Potter” Universe to ease and familiarize programming for kids.
