At HabitaIQ, I architected and deployed a production GenAI application for Spanish real estate insights using Java, Spring AI, and AWS Bedrock. I implemented validated LLM tool calling across seven official housing datasets and built a RAG pipeline with Amazon Bedrock Knowledge Bases and S3 Vectors.
At GR8 Tech, I led a core-services rearchitecture and built a Kafka-to-Redis service processing about 7,000 records per second. Across roles at Paradigm, Mizuho, and other teams, I’ve worked on backend services, financial data integrations, distributed systems, and cloud-native applications.
