Mariusz Gil

Mariusz Gil

Mariusz Gil is architect and CTO focused on high performance and scalable web applications. Trainer, consulant and conference speaker. Co-founder of Source Ministry, PHP consulting company. He has been working for several companies on PHP projects for millions of active users, from biggest social network and instant-messaging software in Poland to multi-billion PV content personalization platform. Member of 4Developers, PHPcon Poland Programme Commitees and one of core members behind PHPers.

Montreal 2017 sessions

Machine Learning for the rescue

English session - Intermediate

Gathering the data is not a problem today. The bigger challenge is to understand these informations and draw some conclusions. Fortunately, we can use ML techniques to „teach” computer how to learn from our data. FANN, random forests, SVMs, classification, clustering - just to name a few concepts ready to use... We'll learn how to apply all these solutions to PHP app to deliver automatic insights and create a real business value for a client.

Understand your application with metrics

English session - Intermediate

When your PHP code is running on production servers, you’ve got the new challenge, undestand what exactly is going on. With dedicated engine for time-series data you can show useful dashboards for every team, do capacity planning or even monitor your app with anomaly detection algorithms. In this talk I’ll introduce core concepts for data gathering, stacks for processing metrics from PHP app, and techniques from collecting to anomaly detection.