Cracking Tic-Tac-Toe!
March 31, 2022
Learn how to build an unbeatable TicTacToe robot! Implement a simple Reinforcement Learning agent that uses Exhaustive Search to find the best possible action.
Articles
[SPANISH] ¿Comenzó el colapso de la economía venezolana en 2014?
November 1, 2019
A traceback of the beginnings of the collapse of Venezuela's economy, using national data that suggests that it began at some point between 1997 and 2007. For the full paper see: http://www.bcv.org.ve/publicaciones/ndeg-175-cambios-estructurales-de-los-sectores-productivos-de-la-economia-venezolana
Reinforcement Learning basics: Stationaty and non-stationary multi-armed bandit problem
May 21, 2019
An introductory reinforcement learning problem explained.
Evolving Deep Neural Networks
May 13, 2019
Deep Learning architectures are getting harder to design, but evolutionary algorithms may help us overcome this.
Projects
Auto-Mock: A more flexible Δ-MOCK implementation
Aug, 2019
MSc Data Science dissertation. Developed further the clustering algorithm Δ-MOCK, this version removes some sensible parameters while keeping performace. My advisors were Richard Allmendinger and Cameron Shand.
Playground
Curated collection of notebooks and code files I have worked on while learning a wide range of data science subfields, such as Reinforcement Learning, Natural Language Processing, Deep Neural Networks, Genetic Algorithms, etc. Some of these are accompanied by a pdf and/or article.
About me
Hey there, this is Luis Da Silva, a Venezuelan currently living in the UK. I'm also a Software Developer, specializing in Data Engineering in Healthcare, currently working as Tech Lead at EMIS Health. Outside of these areas, my main interests lie in Reinforcement Learning, Natural Language Processing and Economics. When I'm not thinking about software, you'll usually find me in the middle of nowhere, just riding on my bike 😉.
