Hey everyone! I'm Aatmaj, an MS AI student at Northeastern University. I'm applying for GSoC 2026 with Metaflow and planning to work on the Sandboxed Execution Environments with Devcontainers project. I've built Docker-based microservice infrastructure supporting 1,000+ concurrent sessions at Northeastern's DASH Lab, and have experience with end-to-end ML pipelines across industry and research settings, so the gap between local and cloud execution in Metaflow is a pain point I've felt firsthand. Excited to contribute and learn from the community. Happy to chat with anyone, especially @dry-beach-38304 and @square-wire-39606 ! 👋