Projects

These are some of the projects that I have worked on over a period of 4 years during my undergraduate studies.

Sign Language Recognition using Sensor Data

• Completed as part of the Machine Learning elective course
• Utilized the Australian Sign Language dataset consisting of data streams collected using electronic gloves
• Achieved 94 % classification accuracy with Support Vector Machines implemented using Scikit-Learn
• Built artificial neural networks and Long Short-Term Memory models for temporal classification using Keras

Automated Application Screening for Events

• As part of a team, developed a Django web application to screen resumes of applicants
• Automatically assigned scores based on data collected from resumes and scraped from online sources provided by the applicant
• Optimized the process for event organizers by drastically reducing the time required for candidate selection

Book Recommendation System

• Utilized Django to create a book recommendation website
• Made use of the Recombee API to suggest books based on user preferences
• Integrated the Google Books API for easy search and reading capabilities

Refugee Database System

• Created as part of the Codeshastra Hackathon
• Implemented a database system for storing refugee data
• Supported the use of petitions for fundraising and the registration of immigration-focused NGOs