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Vishwanath Subramanian

Data & AI

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    Spotify Recommender API Call

    March 11, 2021 - By vishwanath

    One of the key things here is to generate seeds for the recommendations, this can…

  • Music

    First Principles – Blue Nile

    March 1, 2021 - By vishwanath

    Blue Nile Lead Guitar used: Ibanez RG3550 Galaxy BlackPlugin for lead tone: Neural DSP Plini…

  • 2020 in Books
    Book

    2020 in Books

    January 5, 2021 - By vishwanath

    I usually set reading goals at the beginning of the year to counter the array…

  • ONNX for ML Interoperability
    Code

    ONNX for ML Interoperability

    December 27, 2020 - By vishwanath

    Having been a Keras user since  I read  the seminal Deep Learning with Python ,…

  • Replay
    Music

    Replay

    November 10, 2020 - By vishwanath

    Replay is a collaboration track and part of an evolving experiment with multi-tracked guitars revolving…

  • Mini-glossary of terms in audio production
    Music

    Mini-glossary of terms in audio production

    October 11, 2020 - By vishwanath

    I’ve used a lot of audio engineering terms over the years and realized that a…

  • Deep Learned Shred Solo
    Code

    Deep Learned Shred Solo

    September 21, 2020 - By vishwanath

    Music generation with Recurrent Neural Nets has been of great interest to me with projects…

  • TFDV for Data Validation
    Data

    TFDV for Data validation

    August 6, 2020 - By vishwanath

    Working with my teams trying to build out a robust feature store these days, it’s…

  • Autoencoders for Data Anomalies
    Data

    Autoencoders for Data Anomalies

    July 7, 2020 - By vishwanath

    With more and more emphasis on data anomaly detection and the proliferation of build/buy options,…

  • Laplace and the law of small data
    Data

    Laplace and the law of small data

    June 29, 2020 - By vishwanath

    One of my recent favorite reads is The Computer Science of Human Decisions by Brian…

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Recent Writing

  • I just want a D chord: Suno AI and my quest for a backing track
  • My Agentic Development Workflow (as of July 2026)
  • Comfortably numb (from deploying too many agents)
  • Why you got that ad, in plaintext
  • Dialing In the Ghost in the Machine: LLMs for guitar tones
  • Did it all for the cookie
  • Light, Hardware, and Seclusion
  • Data – the authentic foundation for AdTech

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