Craft 2025 - Adam Pelle
Adam Pelle
staff software engineer at Marshmallow
About Adam Pelle

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 garden hacks), jamming on his electric guitar, gaming, or diving into a good book.

Talk
Machine learning in production
Level: General
In schedule:
Innovation stage
May 29, 14:55 - 15:40 CET

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 ...