Patrick
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Projects
Blog
Musings
Resume
Syntax & Semantics
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Loose thoughts on structured topics—(mostly) technical, always curious
Algorithms
blog
Demystifying DP
Aug 7, 2025 · 11 min read
A simple interlude into my journey with dynamic programming and how to apply it to real-world problems.
Machine Learning
blog
Gradient Descent 101
Mar 25, 2023 · 24 min read
The first in a series where I introduce how to implement gradient descent in the context of Neural Networks.
Tutorial
blog
Comprehensions in Python
Nov 8, 2022 · 16 min read
A brief introduction to the general concept behind Python comprehensions and how to use the different variants.
Tutorial
blog
Using LaTeX in Matplotlib
Oct 3, 2021 · 3 min read
A short tutorial on how to enable the usage of Latex syntax in matplotlib.
Simulation
blog
Numerical Integration 101
Feb 3, 2021 · 19 min read
The basics of numerical integration in the context solving ordinary differential equations in Python.
Machine Learning
blog
What is Logistic Regression?
Dec 23, 2020 · 15 min read
How to implement a logistic regression model with a neural network mindset in Python.