Andrei is a PhD student with Neil Lawrence’s group. His primary research focus is an intersection of software systems and machine learning. Prior to coming to Cambridge, he received Masters degree from Belarusian State University, and spent a number of years as a software engineer, working on everything from web applications to data center networks.
An Empirical Evaluation of Flow Based Programming in the Machine Learning Deployment Context
1st International Conference on AI Engineering – Software Engineering for AI, :
Challenges in Machine Learning Deployment: A Survey of Case Studies
ACM Comput. Surv., Association for Computing Machinery:
Towards Better Data Discovery and Collection with Flow-Based Programming
Neurips Data-Centric AI Workshop (DCAI), :
Real-world Machine Learning Systems: A survey from a Data-Oriented Architecture Perspective