Pablo Cárdenas

Hi Everyone!

I'm Pablo Cárdenas, with a deep interest in Machine Learning (RL, CV, Generative AI), Mathematics (Probability), Quantum Computing (QEC) and Computer Science (DSA, Network). My focus is on understanding the formal mathematics that underpins these areas, applying rigorous mathematical frameworks to solve complex computational problems. I aim to delve into the theoretical foundations of these fields to drive more effective and precise applications.

CV

Here is an PDF version (neatly typeset in TeX). Also, here is an Spanish version.

Projects

Here is a list of projects I made. All Libre. More projects in GitHub and GitLab.

TAP: Traffic Assignment Problem. This program is splitted in two repositories. LibTap is the library written in C that do the heavy computations of the optimization in parallel using pthreads. Python-TAP is the python package that loads the library libtap and run the optimization.
Minerals-RL: Reinforcement Learning for Mining Truck dispatch. This project uses pytorch package. It implements the DQN (Deep Q-Networks) algorithm. Also, this project implements the environment using the Gymnasium Standard API for RL.
Leticia: Simulation of Urban Growth. This project is spllited three repositories. LibLeticia is a library of simulation written in C that use parallel computing using openmp. Leticia is the python packages that load the library LibLeticia and run the simulation. And Flask_Leticia is a webpage for visualization that use reactjs and flask
Quantum Space Invaders: Game for teaching how quantum circuits works. This project won the Hackathon of Qiskit Fall Fest 2022 in Perú by IBM Quiskit
Apuntes-Probabilidad: Notes about simple MonteCarlo simulation using R for teaching undergraduate students. Source.
BibList: My personal minimalist reference manager. It's a perl program with and an underlying BibTeX database .
tt: A terminal-based multiplayer typing game over network. It uses ncurses and unix sockets.

Software I use

You can see my dotfiles in GitLab and GitHub.

Text Editor: Vim
Windows Manager: dwm
NoteTaking: Emacs Org Mode
Shell: bash
Terminal: st
Multiplexer: tmux
Mail Client: mutt
RSS reader: newsboat

Social

Contact

Email (PGP):
- pablo.cardenas@imca.edu.pe
- pcardenasb@uni.edu.pe
Matrix: @pablo:matrix.pcardenasb.com
Telegram: @pablo_cardenas