🎤 Radek Svoboda, Lead Machine Learning Engineer @ rankacy Beyond the Demo File: A Deep Dive into Our Big Data and AI Pipeline for CS2 on AWS 🔹 A quick look at our platform and why we are using AWS. The core AWS services we use to process massive data volumes, along with an honest review of the pros and cons. 🔹 How we leverage AWS Snowball for secure and efficient large-scale data transfer. 🔹 Our approach to building data pipelines and training custom AI models - inspired by AWS Summit presentations by F1, Bundesliga and more. 🔹 Why we also leverage simple on-premise solutions to meet the strict requirements of clients like the military in the AI workloads. 🔹 Our future plans to accelerate deployment using out-of-the-box services like AWS Glue and SageMaker.