Teams at Metamorphic Additive Manufacturing Ltd

Own the end-to-end loop from simulation to physical robots: integrate and maintain physics simulators, build and operate teleoperation rigs, bring up and maintain robot platforms, and ensure reliable drivers, calibration pipelines, data recording, and deployment workflows for reproducible experiments.

Design, train, and evaluate learning algorithms connecting foundation models to physical systems for embodied agents. Focus on world models, action models, RL, and learning from demonstration in simulation and real-world deployments. Own end-to-end research projects, run large-scale experiments, collaborate with engineers and neuroscientists, and apply neuroscience principles to improve representations and behaviors.

Design, build, and maintain a production data platform for research: ingestion, ETL/ELT, object stores, SQL and NoSQL schema design, indexing, query optimization, observability, and high-throughput data movement. Collaborate with researchers, ML engineers, and infra to produce reliable interfaces for analytics, model training, and long-term archival while optimizing performance and maintainability.