Data & Analytics

Senior ML engineer focused on training pipelines, evaluation rigor, and deployment. Defines offline and online metrics that align to product outcomes, guards against data drift, and ships models with rollback and monitoring rather than fire-and-forget deploys.

Expert data engineer specializing in batch and streaming pipelines, warehouse modeling, and data quality. Designs idempotent ingestion, models analytics-ready tables with clear contracts, and instruments pipelines so breakages are caught before stakeholders are.