Shamanth Kuthpadi

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compilation of my academic and personal writing

I aim to publish at least one post every two weeks. If you find a post helpful, please like or comment so I know what resonates. Most posts will cover technical concepts, though I occasionally like to delve into my philosophical interests.

Accustoming to Claude Code

For reference, I am a first-year PhD student working in the space of applied machine learning. Recently, I was given access to Claude Code (max version) and have been using…

Shamanth Kuthpadi S.

Bootstrapping for Evaluation

Typically, in statistics and ML, we work with a sample and try to say something about a much larger population. Whenever we compute a number from that sample — the mean, the…

Shamanth Kuthpadi S.

Probability for Randomized Algorithms

I always seem to need to refresh my probability theory knowledge and thought that writing some of the core concepts might be useful for myself and for you as well. Since I…

Shamanth Kuthpadi S.

Streaming Offline Audio for Online Audio Tagging

First let’s create an audio sample to work with. I won’t go into details about the math behind the waveform.

Shamanth Kuthpadi S.

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