andre-marcos-perez / andremarcosperez.github.io

My web CV. Make sure to stop by and feel free to get in touch, always!

André Perez

Content

Written

• Article: Machine Learning Models from the Engineering Perspective - Data Team Stone on Medium - 🇧🇷 - March, 2021.
• Article: About the history of distributed computing and Kubernetes clusters - Data Team Stone on Medium - 🇧🇷 - January, 2021.
• Article: Getting started with MongoDB, PySpark, and Jupyter Notebook (mention) - MongoDB Tech Blog - 🇬🇧 - October, 2020.
• Article: Apache Spark Cluster on Docker (ft. a JupyterLab Interface) - Towards Data Science on Mediume - 🇬🇧 - July, 2020;
• Paper: Risk Management in E-Commerce - A Fraud Study Case Using Acoustic Analysis - MDPI Entropy - 🇬🇧 - November, 2019;

Spoken

• Podcast: Data, IA and ML in our daily lives - DevPira podcast - 🇧🇷 - May, 2021.
• Podcast: Data Engineering at Experian - Hipsters.Tech podcast - 🇧🇷 - July, 2020.

Video

• Talk: Feature Store Cookbook - The Developer's Conference - 🇧🇷 - June, 2021.
• Talk: The Mindset and Elements of a Machine Learning Platform - The Developer's Conference - 🇧🇷 - March, 2021.
• Live: Meet Stone's Credit Data Team - EstatiDados YouTube Channel - 🇧🇷 - March, 2021.
• Live: Building a Data Lakes on AWS - EstatiDados YouTube Channel - 🇧🇷 - December, 2020;

Teaching

• Course: Data Science - EBAC - 🇧🇷 - April, 2021;
• Course: Data Analyst - EBAC - 🇧🇷 - April, 2021;
• Course: SQL for Data Analysis - EBAC - 🇧🇷 - April, 2021;
• Course: Python for Data Analysis - EBAC - 🇧🇷 - April, 2021.