1. 55baa3a(HEAD)2025-01 → present

    Associate @ JPMorgan Chase

    Bengaluru, India

    • Lead applied AI scientist on an LLM-enabled product configuration migration with annual business value of about 5 million USD.
    • Integration architect for vendor products that extract structured and unstructured information from scanned documents.
    • Trained in threat modeling from a product security lead's perspective, and led threat modeling for two vendor products.

  2. 037e65e2023-05 → 2023-08

    Google Summer of Code Participant @ International Neuroinformatics Coordinating Facility (INCF)

    Remote

    • Improved the codebase and APIs of LORIS, an open source data platform for neuroimaging research studies, and wrote tests for the changes.

  3. b9ec19a2023-02 → 2024-12

    Software Engineer I @ JPMorgan Chase

    Bengaluru, India

    • Fine-tuned deep learning models for structured information extraction, using hyperparameter optimization and Levenshtein distance.
    • Reduced support ticket volume with a RAG pipeline over product documentation, FAQs and past ticket resolutions.
    • Filed a US patent on neuron-level vulnerability analysis in neural network models.

  4. 805dab22022-05 → 2022-08

    Globalink Research Intern @ University of Victoria, Mitacs

    British Columbia, Canada

    • Used machine learning to study the relationship between DNA methylation and ageing, in a competitive research internship with Canadian professors.

  5. 38611ac2021-11 → 2023-01

    MediaWiki Consultant @ WikiWorks

    Remote

    • Owned, developed and maintained MediaWiki extensions, and contributed to Canasta, an open source MediaWiki distribution.