Lead Avra’s AI research function and scientific strategy for relational foundation models. Manage and mentor research scientists and engineers while designing graph neural networks, representation-learning methods, and reproducible training and evaluation pipelines. Partner with engineering, data, MLOps, and go-to-market teams to deploy models for batch and online inference, establish benchmarks, address concept drift, and deliver measurable enterprise impact in regulated settings.