Santiago Calderón Peña's Projects
Source code for a 3D printer created as a dissertation project. This code is specific for a STM32F746ZG microcontroller.
An API which trains a Reinforcement Learning model based on current Cryptocurrency market information
This repo contains a review of algorithms and data structures in Java
Python bot which trades selected cryptocurrencies in the Binance platform and informs the user via Telegram
Example of a CI/CD using CloudBuild in GCP and Cloud Run
A C# library featuring basic AI algorithms
This repo contains a React Application storing info about Covid
This repository provides an informative guide, offering a comprehensive walkthrough of select Data Mining techniques.
This repo contains examples of SOLID design principles and GoF design patterns
Project to train and deploy a model to GCP to perform digit classification using MNIST dataset, using MLOps best practices
This repo contains an analysis on Explainable AI methods
Repository used as part of a workshop I taught for KCL students
This repo contains code which is used during a research about state-of-the-art explainable AI.
Set of theorem proofs using Isabelle/HOL, including Computer Science and Pure Mathematics topics
metrixai
This repo contains a Jupyter Notebook used for teaching young people ML fundamentals
API that allows an easy use of NLP operations deployed in GCP
Webpage created using Angular which stores cooking recipe information
Github personal profile
A game theoretic approach to explain the output of any machine learning model.