Pol Monroig Company

@polcompany

I teach robots how to learn

Barcelona, SpainJoined October 2025

About

I'm a Full-Spectrum Digital Consultant and Developer who turns complex business needs into high-impact products. My development stack is language-agnostic, spanning Node.js, Python, R, C++ and beyond. Expertise includes scalable cloud architecture, machine learning/data science and web development.

Available for

Freelance work!

Pol Monroig Company's blogs

The Silicon Cornerblog.pol.company6 posts

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Recently published

PMPol Monroig Companyblog.pol.companyOct 9, 2025 · 4 min read

Decision trees uncovered

If you are a computer scientist I am sure you agree with me when I say that trees are everywhere. And I mean everywhere! It is extremely common to use trees as a basic data structure to improve and define new algorithms in all sorts of domains. Machi...

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PMPol Monroig Companyblog.pol.companyOct 8, 2025 · 5 min read

Optimal neural networks

Like everything in this world, finding the right path to a high-end goal can become tedious if you don't have the right tools. Each objective and environment has different requirements and must be treated differently. An example of this might be trav...

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PMPol Monroig Companyblog.pol.companyOct 8, 2025 · 5 min read

The Perfect Activation

It might be too bold to call an activation function perfect, given that the No Free Lunch Theorem of machine learning states that there is no universally perfect machine learning algorithm. Nevertheless, as misleading as the title can be, I will try ...

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PMPol Monroig Companyblog.pol.companyOct 8, 2025 · 6 min read

How to make your code embarrassingly faster?

Amdahl’s law is most popular in the computer science community, named after Gene Amdahl in 1967. It is said that the more resources we add to a program the faster it goes, but how can we add more resources to the program? Imagine a program as a singl...

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PMPol Monroig Companyblog.pol.companyOct 8, 2025 · 6 min read

How to implement a simple lossless compression in C++

Compression algorithms are one of the most important computer science discoveries. It enables us to save data using less space and transfer it faster. Moreover, compression techniques are so enhanced that even lossy compressions give us an unnoticeab...

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Pol Monroig Company

About

Available for

Pol Monroig Company's blogs

Recently published

Decision trees uncovered

Optimal neural networks

The Perfect Activation

How to make your code embarrassingly faster?

How to implement a simple lossless compression in C++

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Pol Monroig Company

About

Available for

Pol Monroig Company's blogs

Recently published

Decision trees uncovered

Optimal neural networks

The Perfect Activation

How to make your code embarrassingly faster?

How to implement a simple lossless compression in C++