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Experience

  1. 2022 – Present

    Senior Researcher, Dolby Laboratories

    Multimodal Experiences Lab, Advanced Technology Group · San Francisco, CA

    • Transformer architectures that combine video, audio and text for moment retrieval and video question answering.
    • Open-world, event-level video scene graph generation for long-form content.
    • Submodular sampling for long-form video QA, and point-supervised online temporal action localization.
    • Agentic workflows that use video scene graphs for personalized content curation.
    • Lightweight, real-time audio-visual active speaker detection for mobile capture.
  2. Summer 2021

    Research Intern, Google

    New York, NY

    • Using external knowledge to improve language models.
  3. Summer 2020

    Data Science Research Intern, Adobe

    San Jose, CA

    • Generative models for lossless image compression.
  4. 2016 – 2021

    Graduate Research Assistant, New York University and Iowa State University

    Advisor: Chinmay Hegde

    • Computational imaging, deep generative priors, adversarial ML, super-resolution and HDR imaging.
  5. Summer 2018

    Research Intern, Mitsubishi Electric Research Laboratories

    Cambridge, MA

    • Algorithms for multi-modal active imaging.
  6. 2015 – 2016

    Research Assistant, Indian Institute of Science

    • Compressed sensing and its application to ultrasound imaging.

Education

  1. 2022

    Ph.D. in Electrical Engineering, New York University

  2. 2019

    M.S. in Electrical Engineering, Iowa State University

  3. 2015

    B.E. in Electrical and Electronics Engineering and M.Sc. in Physics, BITS Pilani, Goa

Research interests

Multimodal representation learning Video understanding Vision-language models Computer vision Generative models Adversarial learning Computational imaging

Patent applications

Publications

23 papers and preprints, from NeurIPS and IEEE Transactions on Information Theory to ECCV and ACL. See the full list.

Media