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Vishwanath Subramanian

Data & AI

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  • Tenacity for retries
    Code

    Tenacity for retries

    June 4, 2022 - By vishwanath

    I discovered Tenacity while  encountering a bunch of  gobbledygook shell and python scripts crunched together…

  • Book

    Book Review – Machine Learning with PyTorch and Scikit-Learn

    March 30, 2022 - By vishwanath

    by Sebastian Raschka & Vahid Mirjalili I primarily wanted to read this book due to…

  • Asyncio & aiohttp
    Code

    Asynchronicity with asyncio and aiohttp

    January 2, 2022 - By vishwanath

    The usual Synchronous versus Asynchronous versus Concurrent versus Parallel is a topic in technical interviews…

  • Misc

    Zone of Proximal Development

    September 11, 2021 - By vishwanath

    Essentially ZPD is the place where once cannot progress in their learning without the interaction…

  • Code

    Merkle Trees for Comparisons – Example

    July 3, 2021 - By vishwanath

    A hash-based comparison approach like Merkle tree would help quickly compare two copies of a…

  • Music

    First Principles – Replay

    June 18, 2021 - By vishwanath

    First Principles is a collaboration between Bass Player/ Composer Arjun Raghuraman and Guitarist/Composer Vishwanath Subramanian.

  • Prisoners of geography cover
    Book

    Prisoners of Geography – Book Review

    May 25, 2021 - By vishwanath

    Prisoners of Geography: Ten Maps That Explain Everything About the World by Tim Marshall is…

  • Hugging Face + mlflow
    Code

    Text Summarizer on Hugging Face with mlflow

    April 7, 2021 - By vishwanath

    Hugging Face is the go-to resource open source natural language processing these days. The Hugging…

  • Code

    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…

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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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80s guitar adtech advertising agents ai aibot art audio backing-tracks binary tree book book review books chat code cookie cookieless deep learning digital metrics display dsp engineering first principles frame guitar kpis LLM martech merkle music openai privaacy privacy python review S26 S26 ultra safar samsung spotify stems suno workflows zone of proximal development zpd
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