From Buzzword to Backbone: Integrating Machine Learning into our SDLC. Machine learning isn’t just a nice-to-have anymore—it’s becoming a core part of the software development lifecycle (SDLC) at most tech companies. But getting there isn’t easy. In this talk, I’ll share the journey, challenges, and key learnings from embedding over 20 ML models into production. From insurance quoting and pricing to claims management, I’ll walk through how we made ML an integral part of our most critical systems.
Adam joined the Budapest office as the second engineer nearly 2.5 years ago. Since then, he’s been driving efforts around machine learning model integration and building robust data architectures. Outside of work, Adam is a proud new dad—juggling code and diapers in equal measure. When he finds a rare moment of free time, you’ll likely find him deep in a DIY project (think smart home setups and ga...