Implement, deploy, and monitor customized large-reasoning AI systems for institutional clients. Collaborate with researchers and customers to design end-to-end workflows, lead technical implementation and prototyping, manage cloud/data deployments, document and maintain production-grade code, and train non-technical stakeholders.

Collaborate with enterprise clients to design, train, fine-tune, and deploy customized large reasoning models and AI agents; build scalable deployment platforms, conduct research, and align solutions to client workflows.