Regression toward the meaning

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A real estate investment calculator

As a young-ish professional, I’ve been wondering whether I should buy my primary residence or keep renting. With this thought, I’ve been driven to answer this question in a…

An interactive introduction to probabilistic programming

machine learning

Prior, posterior and likelihood

An introduction to bayesian inference

I first learned about bayesian statistics in a job posting for an internship. At the time, I was about 20 years old and had never heard of it. The concept was so alien to me…

Crafting compilers

programming languages

TL; DR: My own code is on github.

The responsive markdown resume

I decided to do my resume since I haven’t done it in a while. My old one was based on the latex template moderncv. But this time, I wanted to have one for the web that looks…

Concurrency in Python with FastAPI

I’ve struggled for a long time with concurrency and parallelism. Let’s dive in with the hot-cool-new ASGI framework, FastAPI. It is a concurrent framework, which means asyncio…

Bayesian epidemiology

machine learning

probabilistic programming

In March 2020, lockdown measures were implemented all over the world due to the spread of Covid-19. I was at home, a bit bored and I was looking for something to do.

Things I’m excited about

scientific computing

machine learning

As a data scientist by day, and tinkerer by night, I am often browsing Hacker News and the like in order to be up-to-date with the latest cool technologies.

Setting up your own blog

I’ve been wanting to publish online for some time. I was very young during the Wordpress wave, so I was never really drawn into it.

Mathematics of bookmaking

Have you ever placed a bet ? Wondered what the odds actually mean ?

The need for speed

machine learning

Lately, I have been interested in the foundations of machine learning (ML) in a pedagogical perspective. A first step to grasp the power of ML is gradient descent. So, I was…