List of articles, latest first


AI is only 80%

The issue with AI is: it is only doing 80% of the work, and the easy 80%. You might know the pareto principle stating that 80% of an outcome comes from 20% of the work. Well, AI is doing the remaining 80%. When using Claude, the AI writes boilerplate code and some tests, but the API design required careful thinking beforehand. The additional load the infrastructure will need to handle was evaluated for each possible solution. ...

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July 16, 2025


Gradient Descent: from linear regression to Llama

What is gradient descent and how to use it. We go from the taking derivative to solving a linear regression. ...

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January 24, 2025


I'm serving my blog over IPv6

The journey of making my blog IPv6 only, and the problems I encountered ...

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February 6, 2024


What I learned after a semester of Computer Vision Part 1

I took a class on computer vision, here is a glimpse of what I learned… ...

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January 11, 2024


I Stopped Daily Drinking… Coffee

A fancy title is all you need ! You don’t know me, but let me still reassure you, I’m not daily drinking alcohol. Instead, I’d like to shed some light on a different addiction in my life: coffee. I recently quit drinking coffee, and the impact on my life has been surprisingly positive. In the life of an addict I used to consume one to three cups of coffee per day, always trying not to have any after 2 PM. ...

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September 24, 2023


Context Aware Recommender Systems

A gentle introduction to Context Aware Recommender Systems and Lightning ...

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July 30, 2023


What Is This Dimension Thing ?

An explanation on the dim parameter in PyTorch and Numpy, when doing reduction operations. With this post you’ll never doubt again and won’t have to try dim=0, dim=1 and so on until you got the right result. ...

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May 26, 2023


Creating a Hugo Theme

Creating a hugo theme and grasping the concepts of hugo ...

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September 25, 2022


Why is my electricity bill exploding ?

I found that this month electric bill is 25% higher than last year ...

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March 20, 2022


Generative Art

A gentle introduction to generative art using rust and nannou ...

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December 24, 2021


About me

This is my about page I’m a computer science student interested in data science and machine learning. I’m also interested in rust and I occasionally do some CTFs You can get in touch on twitter @jsch_3. I blog about the things I do, mostly to remember them. ...

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March 26, 2021