Saanvi Kumar

@saanvik

running on vibes

IndiaJoined September 2023

About

Hey, I’m Saanvi 👋 This blog is mostly me talking to myself - trying to make sense of whatever I’m learning right now. It could be a bug I spent hours fixing, a concept that finally clicked, or just something cool I came across. Writing it down helps me remember, reflect, and sometimes even feel like I know what i’m doing. If you’re here and figuring things out too - welcome to the mess.

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Saanvi Kumar's blogs

Saanvi’s Blogssaanvikumar.hashnode.dev7 posts

Articles Comments41

Recently published

SKSaanvi Kumarsaanvikumar.hashnode.devJul 27, 2025 · 6 min read

I Built a File Assistant and Now I’m Scared of How Dumb I Used to Search

A few days back, I was looking for my AWS certification score report. I knew it was on my laptop somewhere - I just didn’t remember where I saved it. I vaguely remembered sending it to someone on WhatsApp, so I opened the chat and started scrolling. ...

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SKSaanvi Kumarsaanvikumar.hashnode.devJul 14, 2025 · 6 min read

The Sherlock of Machine Learning

Most machine learning models feel like guesswork in disguise. They look at enough data, do some math, and start making predictions. But if you ask why a model made a decision, you’re often met with silence. Decision Trees are different. They don’t gu...

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SKSaanvi Kumarsaanvikumar.hashnode.devJul 13, 2025 · 7 min read

The line gave up, so we knocked next door

So far we’ve been trying to draw lines through chaos. Linear regression tried to predict the future with one. Logistic regression tried to make decisions with one. But eventually, even the most determined line has to give up. So we stop drawing lines...

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SKSaanvi Kumarsaanvikumar.hashnode.devJul 12, 2025 · 5 min read

From Line to Curve: A Plot Twist

Last time we met a very judgmental line - one that tried to predict the future. But now the stakes are different. We don’t want a number. We want a decision. Yes or no. Spam or not. Drama or peace.So... can a curve judge? Imagine trying to use linea...

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SKSaanvi Kumarsaanvikumar.hashnode.devJul 11, 2025 · 7 min read

Can we predict things with a line?

So Linear regression. It’s not flashy, it doesn’t generate code or drive cars. But it’s a really judgmental line. One that tries to predict the future based on a bunch of past data. At its core, linear regression is about finding the simplest possibl...

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Saanvi Kumar

About

Available for

Saanvi Kumar's blogs

Recently published

I Built a File Assistant and Now I’m Scared of How Dumb I Used to Search

The Sherlock of Machine Learning

The line gave up, so we knocked next door

From Line to Curve: A Plot Twist

Can we predict things with a line?

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Saanvi Kumar

About

Available for

Saanvi Kumar's blogs

Recently published

I Built a File Assistant and Now I’m Scared of How Dumb I Used to Search

The Sherlock of Machine Learning

The line gave up, so we knocked next door

From Line to Curve: A Plot Twist

Can we predict things with a line?