update skills page

content/en/skills.md

@@ -5,27 +5,37 @@ slug = "skills"
 
 ## 🌟 Core Competencies
 
-From my background in physics and computational science, I have a strong foundation in using numerical methods, Monte Carlo simulations, machine learning and statistics for solving physical problems. I am particularly interested in using those skills for peaceful applications of nuclear science. My [bachelor degree thesis](http://lup.lub.lu.se/student-papers/record/9168893) was about applying machine learning on radioactive decay data. I am proficient in Python, experienced with R and MATLAB, and have some exposure to C++, C# and SQL. I am very comfortable with GNU/Linux and Git workflows.
+From my background in physics and computational science, I have a strong foundation in using numerical methods and statistical methods for solving physical problems. Examples of such methods include numerical methods for differential equations, Monte Carlo simulations, statistical learning including Bayesian methods and machine learning, both supervised and unsupervised approaches.
+
+I am particularly interested in using those skills for peaceful applications of nuclear science. My [bachelor degree thesis](http://lup.lub.lu.se/student-papers/record/9168893) was about applying machine learning on radioactive decay data. I am proficient in Python, experienced with R and MATLAB, and have some exposure to C++, C# and SQL. I am very comfortable with GNU/Linux and Git workflows.
 
 My master degree thesis will be on furthering the development of a Bayesian algorithm for multisource detection in mobile gamma spectroscopy.
 
-A selection of code can be found on my [git instance](http://git.pimnel.com).
+{{< notice tip >}}A selection of code can be found on my [git instance](http://git.pimnel.com).{{< /notice >}}
-
-`Python` `R` `MATLAB` `Git` `GNU/Linux`
 
 ---
 
-## 🧪 Attended Workshops
+## 🧪 Workshops & Summer Schools
 I like to attend (online) workshops and summer schools in order to broaden my knowledge or refresh some old skills. Below is a timeline of selected workshops which I have followed in the past.
 
 <div class="timeline">
+  <div class="timeline-item">
+    <div class="dot"></div>
+    <div class="timeline-date">Jan 2026</div>
+    <div class="timeline-content">
+      <h4>Modern Python in Depth</h4>
+      <p><i class="fas fa-graduation-cap"></i> <a href="https://www.sc.lrz.de/" target="_blank">Leibniz Supercomputing Centre</a>, Germany 🇩🇪</p>
+      <p>Online workshop.</p>
+      <p><code>Scientific computing</code> <code>Modern Python standard</code></p>
+    </div>
+  </div>
   <div class="timeline-item">
     <div class="dot"></div>
     <div class="timeline-date">Dec 2025</div>
     <div class="timeline-content">
       <h4>Core Modeling For Core Design</h4>
       <p><i class="fas fa-graduation-cap"></i> <a href="http://www.great-pioneer.eu" target="_blank">GRE@T-PIONEeR</a> @ Chalmers University of Technology, Sweden 🇸🇪</p>
-      <p>Learned the principles of probabilistic and deterministic methods for steady-state core modelling, applied to reference calculations, operations and safety analysis.</p>
+      <p>One week course on-site at Chalmers. Learned the principles of probabilistic and deterministic methods for steady-state core modelling, applied to reference calculations, operations and safety analysis.</p>
       <p><code>Reactor physics</code> <code>Nuclear engineering</code></p>
     </div>
   </div>
@@ -35,7 +45,7 @@ I like to attend (online) workshops and summer schools in order to broaden my kn
     <div class="timeline-content">
       <h4>ENEN2+ Nuclear Summer School</h4>
       <p><i class="fas fa-graduation-cap"></i> <a href="http://www.reak.bme.hu/en/home.html" target="_blank">Budapest University of Technology and Economics</a>, Hungary 🇭🇺</p>
-      <p>Experiments focusing on the principles of reactor physics; determining neutron flux, criticality experiments, and operations.</p>
+      <p>Participated in a week summer school at the BME Training reactor in Budapest, on scholarship from the European Nuclear Education Network. Experiments were focused on the principles of reactor physics; determining neutron flux, criticality experiments, and operations.</p>
       <p><code>Reactor physics</code> <code>Experimental physics</code></p>
     </div>
   </div>
@@ -45,7 +55,7 @@ I like to attend (online) workshops and summer schools in order to broaden my kn
     <div class="timeline-content">
       <h4>High-performance Computing with Python</h4>
       <p><i class="fas fa-graduation-cap"></i> <a href="https://www.fz-juelich.de/en/ias/jsc" target="_blank">Jülich Supercomputing Centre</a>, Germany 🇩🇪</p>
-      <p>Online</p>
+      <p>Online workshop.</p>
       <p><code>HPC</code>
       <code>Parallelization</code> <code>Scripting</code></p>
     </div>
@@ -56,7 +66,7 @@ I like to attend (online) workshops and summer schools in order to broaden my kn
     <div class="timeline-content">
       <h4>Intermediate Bash and Linux</h4>
       <p><i class="fas fa-graduation-cap"></i> <a href="https://www.hpc2n.umu.se/" target="_blank">HPC2N, Umeå University</a>, Sweden 🇸🇪</p>
-      <p>Online</p>
+      <p>Online workshop.</p>
       <p><code>grep</code> <code>Sed and AWK</code> <code>Bash scripting</code></p>
     </div>
   </div>
@@ -66,7 +76,7 @@ I like to attend (online) workshops and summer schools in order to broaden my kn
     <div class="timeline-content">
       <h4>Bayesian Statistical Learning</h4>
       <p><i class="fas fa-graduation-cap"></i> <a href="https://www.fz-juelich.de/en/ias/jsc" target="_blank">Jülich Supercomputing Centre</a>, Germany 🇩🇪</p>
-      <p>Online</p>
+      <p>Online workshop.</p>
       <p><code>MCMC</code> <code>PyMC3</code> <code>Supercomputer usage</code></p>
     </div>
   </div>
@@ -76,7 +86,7 @@ I like to attend (online) workshops and summer schools in order to broaden my kn
     <div class="timeline-content">
       <h4>Programming with Fortran</h4>
       <p><i class="fas fa-graduation-cap"></i> <a href="https://www.sc.lrz.de/" target="_blank">Leibniz Supercomputing Centre</a>, Germany 🇩🇪</p>
-      <p>Online</p>
+      <p>Online workshop.</p>
       <p><code>Arrays</code> <code>Subroutines</code> <code>Derived Types</code> <code>I/O</code> <code>Performance considerations</code></p>
     </div>
   </div>
@@ -86,7 +96,7 @@ I like to attend (online) workshops and summer schools in order to broaden my kn
     <div class="timeline-content">
       <h4>Code & Collaborate: The FAIRytale of Software Development</h4>
       <p><i class="fas fa-graduation-cap"></i> <a href="https://www.cecam.org/" target="_blank">EPFL CECAM</a> & <a href="https://biont-training.eu/" target="_blank">BioNT</a>, Switzerland 🇨🇭</p>
-      <p>Online</p>
+      <p>Online workshop.</p>
       <p><code>Git (CLI)</code> <code>Continuous Integration</code> <code>Code Documentation</code></p>
     </div>
   </div>