![digital drawing of a laser cutting machine, drawing a batch of rounded rectangles on a thin cork sheet](/content/images/size/w600/2024/05/Midjourney_image_laserCutting.png)
CAD
Using Autodesk Fusion's flat pattern feature
I share my workflow on Autodesk Fusion to export flattened surfaces for laser cutting
CAD
I share my workflow on Autodesk Fusion to export flattened surfaces for laser cutting
Python
I share the intuition that helped me understand Pandas GroupBy method and examples of how it can be so useful when analyzing data.
Data Science
I researched the main optimization algorithms used for training artificial neural networks, implemented them from scratch in Python and compared them using animated visualizations.
Data Science
I describe the algorithm of gradient descent, which is used to adjust the weights of an ANN. A summary of information from different sources that I used when studying this topic.
Python
A practical example of how to use Python to analyze the results of an experimental test consisting of a sequence of stationary points
Data Science
I share some notes about the basic math behind feed-forward Artificial Neural Networks (ANNs).
Engineering
Moving averages are the go-to data smoothing trick for many people in Engineering and Data Analytics. However, they aren't always the best choice.
Engineering
I estimated the heat convection coefficient of a Formula SAE car. Let me share what I learned.
Engineering
I used a lumped-body approach to approximate the properties of a brake disc and simulated its temperature increase after 100 braking maneuvers.
Engineering
I studied the brake load distribution of a Formula car using a simple Matlab script. Let me show you how I did it.
Meta
If you are writing how-to posts or guides, you should do this. For any kind of content, really.
3d printing
I wrote a Python script to get the size of a 3D print job from Gcode. Let me show you how it works.