Radek Svoboda

Radek Svoboda is a researcher turned engineer who realized that theory is fun, but production is where the real fire happens. As the Lead ML Engineer at Rankacy, he is responsible for dealing with datasets over 100TBs of CS2 gameplay data and feeding it into proprietary Transformer models. Radek holds a PhD in time series forecasting, but nowadays, he spends less time writing papers and more time building proprietary models optimizing inference pipelines on AWS. He specializes in deep learning and loves sharing stories about what happens when academic models meet the harsh reality of large-scale deployment.