From experiments to systems: DS lessons for better software engineering

Jaunė Malūkaitė

Transitioning from data science to software engineering doesn’t mean starting over, it means translating the scientific method into systems work. In this talk I would share the DS habits that most improved my engineering. I would also cover the gaps that surprised me and the concrete techniques that helped me close them. The talk would include useful tools related to hpc, multi-agent systems that help improve the code and runtime.