Projects

• Electronic Theses and Dissertations Classifier (Aug 2023 – Jan 2024)

  Trained and deployed a transformer-based document classifier model for an information retrieval system managing half a million scientific documents. Also developed a standalone app to perform experiments. Used Streamlit for frontend and PostgreSQL to store data. Deployed this app on a highperformance computing server to utilize GPU computing and get faster inference.
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• Ducky: A ChatGPT Backed Coding Assistant (Aug 2023 – Dec 2023)

  Developed a coding assistant based on ChatGPT API. Added features using prompt-tuning to write, debug and modify code. Designed an innovative mechanism to combine user prompts with system prompts and to store and process conversations with ChatGPT. Built the frontend using Streamlit.

• 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.