Stratum — Open-Source Contributor
An open-source ML system for efficiently executing large-scale agentic pipeline search.
AgentsMLSkrub
Python Started Jun 21, 2026 Updated Jul 29, 2026
Stratum is an open-source ML system for large-scale agentic pipeline search (arXiv:2603.03589), developed by the DEEM Lab (BIFOLD & TU Berlin). It compiles batches of agent-generated ML pipelines into optimized execution graphs and efficiently executes them across heterogeneous backends, including a Rust-based runtime. I contributed rule-based rewrites to its logical optimizer.