Projects
- Electronic Theses and Dissertations Classifier (Aug 2023 – Jan 2024)
Trained and deployed a document classifier model for an information retrieval system managing 500k scientific documents. Also developed a standalone app to perform experiments. Used Streamlit for frontend and PostgreSQL to store data. Deployed this app on the university’s highperformance computing server to utilize GPU computing and get faster inference.
- Evaluating Cross-Modal Retrieval Performance of DiHT Model on Conceptual Captions Dataset (Jan 2023 – May 2023)
Evaluated Meta’s DiHT model on Google’s Conceptual Captions dataset, assessing its performance in both image-to-text and text-to-image retrieval tasks. Effectively utilized several instances of Google Colab and Kaggle Jupyter notebooks to speed up the evaluation.
GitHub Repo - RepoRanger (Jan 2023 – May 2023)
Implemented a seamless integration of GitHub and Discord APIs in JavaScript, empowering team members to effortlessly manage their GitHub project repository, streamline CI/CD pipelines and track issues—all within a unified and efficient Discord channel environment.
GitHub Repo - Hotel Management System (2021)
A Spring Boot application that displays hotel room vacancy status along with guest information. Deployed the application in a Docker container and pushed the image on Docker Hub.
GitHub Repo - AR Sticky Notes (2019-2020)
Undergrad capstone project. An Android app that uses Augmented Reality and Computer Vision to augment digital sticky notes to the real world. Developed the prototype using Python and also published a comparative analysis of various computer vision algorithms that can be used for this application.