Published in gft-engineering·PinnedMember-onlyMacBook M1: How to install and run Stable DiffusionStable Diffusion is an open machine learning model developed by Stability AI to generate digital images from natural language descriptions that has become really popular in the last weeks. These are the steps I followed to run Stable Diffusion on my laptop with Apple Silicon. These worked for me, and…Stable Diffusion4 min readStable Diffusion4 min read
Published in gft-engineering·PinnedMember-onlyMacBook M1: installing TensorFlow and Jupyter NotebookLast week, I received my new MacBook M1 and I wanted to setup the local environment to do some machine learning with TensorFlow. These are the steps that worked for me. I installed the latest version of TensorFlow available at the time 0.1-alpha3. Step 1: Install Xcode Xcode consists of a suite of tools…M 14 min readM 14 min read
Published in gft-engineering·PinnedGreenCoding: The keys to lower emissionsHow we can make software part of the climate solution. Reducing greenhouse gas (GHG) emissions is an urgent global priority. It has recently been underlined by commitments from both the political and business spheres. By 2050, the Biden administration has pledged a trillion-dollars of clean-energy investments and the EU has…Csr11 min readCsr11 min read
Published in gft-engineering·Mar 22, 2022MLOps made easy using TitanBuilding a production-ready ML pipeline to predict hotel cancellations. Foreword MLOps is gaining relevant momentum in the IT industry. The growing use cases for machine learning applications is driving the increasing need for tools to manage the whole lifecycle of AI/ML models.Mlops7 min readMlops7 min read
Published in gft-engineering·Oct 26, 2021MAC and HMAC simply explained (with JavaScript snippets)[TL;DR] I will easily introduce MAC and HMAC concepts and provide very simple JavaScript sample code that you will be even able to use in your browser console. MAC stands for Message Authentication Code, and it also known as tag, and in communications sometimes is substituted by MIC or message…Cryptography3 min readCryptography3 min read
Published in gft-engineering·Updated Oct 11, 2021How incumbent banks can accelerate digitalization with BankLiteX on AWSby Advait ‘Addy’ Dubhashi, Gonzalo Ruiz De Villa Suárez, and Lucky Sharma This story was initially published on AWS for Industries Blog. Global banking in the digital age Global banking is being disrupted from many angles. The COVID-19 pandemic has produced a profound change in consumer habits, fueling the growth of digital banking. …AWS9 min readAWS9 min read
Published in gft-engineering·Mar 9, 2021Bias in Machine Learning: It’s not just about the dataNowadays, it is more than evident the great benefit that Artificial Intelligence and, in particular, Machine Learning offers to society. Improvements are happening very fast and continuously in topics as diverse as facial analysis, autonomous vehicles, interpretation of medical tests, process optimization, quality controls or determining how proteins fold. However…Machine Learning5 min readMachine Learning5 min read
Feb 25, 2021Sesgo en Machine Learning: no se trata sólo de los datosHoy en día resulta evidente el gran beneficio que la inteligencia artificial y, en particular, Machine Learning ofrece a la sociedad. …Machine Learning5 min readMachine Learning5 min read
Apr 2, 2020iOS, Bazel and Google Maps & Google PlacesIf you need to use Google Maps in your iOS application and you are using Bazel.build to build it, then this configurations I used may save you some time. I solved in three steps: Add remote http archives. For each remote, we define a BUILD file that will be executed…I OS2 min readI OS2 min read
Published in gft-engineering·Nov 27, 2019Member-onlyMagic refactoring with Unison: much more than a new programming languageI recognise it, I am obsessed with refactoring. When I program, I keep changing the names of the variables, methods or classes again and again. Or, for example, there are no functions to which the arguments do not change without stopping, until finally I am slightly satisfied. …Programming Languages4 min readProgramming Languages4 min read
