Oleksandr Panasiuk

ARCHITECTURAL PATTERNS FOR SOFTWARE DESIGN OF INTELLIGENT SYSTEMS

Results indicate that separating concerns across the proposed four layers reduces the coupling between data-science experimentation and production software engineering, improves deployment reproducibility, and provides an explicit, empirically bounded mechanism for continuous training that keeps deployed models aligned...