At Manulife, I develop Java and Spring Boot microservices for insurance policy and customer-service workflows. I also engineered Apache Kafka integrations between distributed services and optimized PostgreSQL access with Redis caching.
I contribute to AI-enabled backend integrations for knowledge retrieval and build responsive web interfaces connected to backend services. Earlier, at Wipro, I built and optimized 15+ REST API endpoints, reducing average response times by approximately 25% for frequently accessed application data.

