Mario Pilija
Comminus, CTO
Comminus, CTO
Zagreb, Croatia
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An experienced IT professional with over 14 years of experience in delivering customized software solutions for various industries worldwide, focused on results with efficient management and motivation of teams to deliver high-quality solutions that meet business goals. Currently working as an Executive Director of Operations and Chief Technology Officer, holds an MBA degree, and is certified in Cloud (Azure) architecture and development as well as AI engineering and DevOps implementation and execution and software development.
An experienced IT professional with over 14 years of experience in delivering customized software solutions for various industries worldwide, focused on results with efficient management and motivation of teams to deliver high-quality solutions that meet business goals. Currently working as an Executive Director of Operations and Chief Technology Officer, holds an MBA degree, and is certified in Cloud (Azure) architecture and development as well as AI engineering and DevOps implementation and execution and software development.
Area of Expertise
Topics
Azure Event Hub + Azure SQL Database = <3 en
In modern cloud solution architectures, we have numerous possibilities how to use different "pieces of puzzle" to put scalibility, performances and cost optimizations in the first plan. One of the indispensable part of modern architectures are "event processing hubs" which gives us possibilities to handle a millions of "events" in a real time. Azure Event Hubs is a fully managed Microsoft cloud solution built for that purpose. Through this session, we'll examine different scenarios of using Azure Event Hub through the prism of building modern scalable enterprise data streaming solution.
.NET 6.0 on Azure Functions en
Sa previewom .NET6 verzije frameworka nam je došla i nova verzija Azure Functions Core Tools-a(V4). Koji su nam noviteti, koje su razlike u podršci modeova rada(Isolated vs. In-Process) te kakva nam je development podrška došla sa Visual Studiem 2022 pokazujemo na demo primjeru Durable Fan-Out/Fan-In arhitekture.
You developed your ML model via Azure ML studio - now what? en
Razvili ste svoj ML Model putem Azure Machine Learning Studia i želite isti publishati kako bi bio dostupan za konzumaciju. Koje sve opcije imate built-in(ACI/Kubernetes)? Kada ćete koju upotrijebiti? Što ako želite napraviti publish van ponuđenog seta opcija same platforme(App Services)? Kako možete dodati duh poznatog delevopment stacka na publishani endpoint(Swagger) i detaljni monitoring(Application Insights) za zaokružiti cijeli produkt? Odgovore na sva pitanja demonstriramo na primjeru.
MLOps - Let's automate our machine learning development process hr
Već nam na uši izlazi pojam DevOps. Na taj "buzzword" smo se navikli i prihvatili ga kao nešto dobro, što nam pomaže u svakodnevnom procesu razvoja naših aplikacija. Znamo automatizirati buildove i releasove istih, kolaborirati unutar timova preko različitih alata i dižemo našu efikasnost i produktivnost iz dana u dan. Gdje su machine learning sustavi u cijeloj toj priči? Kako data scientisti i tradicionalni aplikativci mogu lakše i bolje surađivati u razvoju modernih kompleksnih sustava? MLOps nam daje odgovore na ta pitanja. Pokazati ćemo kako nam taj dio Azure DevOps Server platforme nudi mogućnost automatizacije cijelog development procesa ML modela i integracije sa ostatkom sustava.
DataSaturday Croatia 2022 Sessionize Event
Advanced Technology Days 16 Sessionize Event
Advanced Technology Days 15 Sessionize Event
Global Azure Bootcamp 2019. Developers Edition - Križevci Sessionize Event
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