Design, optimize, and deploy deep learning models for customer behavior prediction. Perform feature engineering, implement research-informed architectures, scale training pipelines, collaborate with client teams, document findings, and uphold engineering best practices.

Lead design and delivery of large-scale open-source AI solutions: translate business needs into architectures, advise on ML frameworks and MLOps, support pre-sales, engage clients and open-source communities, mitigate technical risks, and guide development teams to production.