Andrea CapuanoinAnalytics VidhyaThe ‘what if’ technique, a simple tool to become a better software engineerAs years went by I have spent countless hours developing code, and one of the simplest tips that helped me over time is what I like to call…·4 min read·Jul 16, 2021--1--1
Andrea CapuanoinGeek CultureAirflow for non-batch, non-scheduled workloadsOn December 2020 Apache released Airflow 2.0, introducing a lot of new interesting changes. The one that I find more appealing is the 17x…·3 min read·Jun 29, 2021----
Andrea CapuanoinAnalytics VidhyaOrchestrating machine learning experiments for MLOps using Apache AirflowNowadays that more and more machine learning models are going to production, the need to operationalize the overall Machine Learning…·5 min read·Jul 26, 2020--2--2
Andrea CapuanoDistributed task queue with Python using Celery and FastAPIIn this article we will use RabbitMQ and Celery in order to create a Distributed Task Queue. Moreover, we will take advantage of FastAPI…·5 min read·Jul 22, 2020----
Andrea CapuanoinAnalytics VidhyaThe Python logging cheatsheet. Easy and fast way to get logging done in Python.Having good logs is crucial for monitoring applications, understanding production behavior and catching bugs. Get started right away.4 min read·Jul 20, 2020----
Andrea CapuanoCreating a PIP package on a private repository using setuptoolsI recently created a python library versioned on a private git repository. The code could not be publicly shared but I still wanted to be…·3 min read·Oct 11, 2019----
Andrea CapuanoLeveraging UiPath to find your next home to rentLiving in the beautiful Milan, Italy. I am actively looking for a new apartment to rent. It’s quite interesting how one of the most basic…3 min read·Apr 27, 2019----
Andrea CapuanoinarocketmanExtracting features from Convolutional neural networks for image retrievalRecently I’ve had the opportunity to further explore convolutional neural networks. More specifically I analyzed how layer activations of a…3 min read·Aug 23, 2018--2--2