Vetted Kubernetes Professionals

“Built and deployed an LLM-powered financial document processing and summarization platform at Morgan Stanley using a production RAG pipeline (PDF ingestion, embedding-based retrieval, schema-constrained JSON outputs) delivered via FastAPI microservices on Kubernetes. Drove measurable impact (40% reduction in manual review time) and improved factual accuracy for numeric fields by 30% through metadata-aware retrieval, strict schemas, and post-generation validation, with a human feedback loop from financial analysts.”

“Robotics-focused software engineer/technical lead with Google/Android engineering experience, building automation and robotic framework architecture in C++/Python. Has hands-on experience with ROS/ROS2, SLAM/localization/mapping, motion planning, and scaling distributed robotics nodes using Docker/Kubernetes with CI/CD (Jenkins), plus REST API-based integration testing and validation.”