My blog

Rainfall with a Precision of 1km²—A Myth Becoming Reality?

Research
Deep learning
Once again, I published a new article on Medium! This time I explore an exciting challenge in agriculture and meteorology: Can we achieve the accuracy of rain gauges while…
Dec 17, 2024
Aurelien Callens

Exploring the Value of Remote Sensing in Agriculture

Research
EDA
I just published a new article on Medium exploring the role of remote sensing in agriculture, specifically how radar data can help estimate precipitation more effectively ! 📡
Sep 19, 2024
Aurelien Callens

The Importance of Data Quality Control in Meteorology

Research
Anomaly detection
Long time no see! I’ve been busy settling into my new position, but I’m back with a fresh article on Medium. 🚀
Jul 17, 2024
Aurelien Callens

Optimizing my search for Data scientist jobs by scraping Indeed with R

R
Web scraping
EDA
NLP
A few weeks ago, I started looking for a data scientist position in industry. My first moves were:
Sep 21, 2022
Aurelien Callens

Analysis of the top R packages

R
EDA
After a little while coding in Python every day for my work, I needed to make a break and perform some R analysis! Since the beginning of my postdoc, I haven’t followed the…
Jul 19, 2022
Aurelien Callens

Can R and Shiny make me a better fisherman? Part 4

Exploratory analysis on my fishing data (shiny and plotly)
R
Shiny
EDA
In this post, I explore the data I have collected during the last year with the updated version of the application (presented here). This quick exploratory analysis is…
Apr 12, 2022
Aurélien Callens

The end of my PhD journey

Two weeks ago, I defended my thesis entitled ‘Statistical learning for coastal risks assessment’ in front of an academic jury. The defense went extremely well and the jury…
Oct 2, 2021
Aurelien Callens

Can R and Shiny make me a better fisherman? Part 3

Updating my application
R
Shiny
Web scraping
In this previous post, I presented the shiny application I developed to record data about my fishing session. In today’s post, I will present briefly the changes and updates…
Jun 1, 2021
Aurélien Callens

 

Webscraping Aliexpress with Rselenium

R
Web scraping
Today, I am going to show you how to scrape product prices from Aliexpress website.
Nov 18, 2020
Aurelien Callens

Can R and Shiny make me a better fisherman? Part 2

Exploratory analysis on my fishing data
R
EDA
In the previous blog article, I described in details how I built a shiny application that stores data about my fishing sessions. In this post, I will explore the data I have…
Sep 25, 2020
Aurélien Callens

Can R and Shiny make me a better fisherman? Part 1

Building a shiny application to store my fishing data
R
Shiny
Web scraping
My favorite hobby, in addition to R coding of course, is fishing. Most of the time, I fish European sea bass (Dicentrarchus labrax) in estuaries. The sea bass is a predatory…
Sep 12, 2020
Aurélien Callens
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