Design, implement, and scale production-ready ML systems (computer vision and LLMs) for blueprint understanding, 3D model generation, document extraction, and materials forecasting. Build ML pipelines, deploy and monitor models, integrate retrieval/RAG and rules-based methods, and collaborate with product, engineering, and domain experts to deliver explainable, business-impacting features.

Design, develop, deploy, and maintain enterprise integrations using IBM App Connect Enterprise. Build message flows, APIs, and event-driven integrations, integrate with MQ/Kafka/JDBC, deploy on containers/Kubernetes/OpenShift, implement CI/CD and monitoring, troubleshoot performance, lead projects, mentor engineers, and collaborate with cross-functional teams and vendors.