Aayush Gupta

Experience

• 

  Adobe

  May 2018 - Jul 2018

  Research Intern

  Project title: ”Multi-modal learning for brand personality classification”Designed a machine learning model that can extract information from images and text, and determine the brand personality depicted by the input multi-modal content. The model achieved an F1 score of 0.81 on seen brands and 0.62 on unseen brands and is useful for curating multi-modal content to maintain the brand image of a company.

• 

  Adobe

  Jun 2019 - Sept 2022

  - Enhanced the ’Edit PDF’ functionality to handle PDF files comprising paragraphs, lists, and images, culminating in the successful launch of reflowable ’Edit PDF’.- Resolved 30+ major release blocker issues in undo‑redo of reflowable edit operations, ensuring a high‑quality user experience in undo‑redo workflows.- Ensured compliance of the Scan feature in Acrobat with screen readers, thereby enhancing accessibility for users with impaired vision.- Migrated components to 64‑bit architecture, resulting in the successful release of the 64‑bit version of Acrobat.- Worked in an agile environment to deliver solutions on time and with efficiency. Show less

  • Computer Scientist (Software Developer 3)

    Feb 2022 - Sept 2022

  • Software Developer 2

    Jul 2020 - Feb 2022

  • Software Developer

    Jun 2019 - Jul 2020
• 

  UC San Diego

  Jan 2023 - Mar 2024

  Developing deep learning models to automatically generate intra-cellular signals from extra-cellular signals associated with heart muscle cells. The current model achieves an MSE of 0.003 on a custom dataset and such models can aid in efficiently detecting the risk of proarrhythmia in heart patients.

  • Graduate Teaching Assistant

    Jan 2024 - Mar 2024

  • Graduate Student Researcher

    Jan 2023 - Feb 2024