Work on a cloud-native analytical database system built for multimodal (often time-series) data. The system is built in Rust and makes extensive use of Apache Arrow and supports specialised queries to handle robotics-style multimodal logs. Design, implement and operate the core pieces that make sure this data-intensive system is highly scalable, reliable and observable.