Jay VG

Vice President – Senior Solutions Architect

• Job Details:Lead architecture for pan bank generative AI applications leveraging latest emerging standards MCP, A2A, AG-UI protocol. Deliver end-to-end agent AI applications with long term memory patterns for enabling hyper-personalization. Deliver end-to-end conversational AI solutions using Langgraph and Spring AI to enable dynamic tool invocation and context switching for complex tasks. Specialize in conversational AI solutions for contact center bots. Spearhead architecture and deployment of advanced retrieval-augmented generation applications using Langchain, Langgraph, Azure OpenAI, and Azure Document Intelligence for document automation and intelligent customer support. Integrate vector databases for scalable semantic search as well as implementing embedding evaluation using cosine similarity and correlation metrics. Design multilingual intent identification models using sentence transformers and hybrid re-ranking mechanisms to increase NLP accuracy across user channels. Deploy observability stacks to trace and evaluate LLM output on key benchmarks. Lead cross-functional workshops with Azure and AWS to optimize deployment architecture while incorporating AI hub accelerator for scalable throughput. Implement secure, compliant AI pipelines aligned with UAE financial regulations and internal governance policies.

Senior Architect

• Job Details:Architected scalable data lakehouse solutions leveraging HDFS, Delta Lake, Apache Superset, Dremio, and metadata catalogs. Built resilient batch and streaming data pipelines using Apache Spark, Beam, Kaja, and MongoDB to support real-time analytics and device telemetry ingestion. Created and maintained a robust microservices chassis for Spring Boot systems. Developed a dynamic configuration management system with version control. Responsible for building a full-featured admin UI portal using Angular 13. Engineered a service ecosystem using Kong API Gateway, Spring Cloud Config, Prometheus/Grafana, EFK, Vault, and Eureka for service discovery and observability.

Cloud Architect and Open Banking SME

• Job Details:Served as lead architect for the Australian open banking implementation with a focus on enabling both data holder and accredited data recipient functionalities. Accountable for designing regulatory-compliant microservices architecture. Structured and built end-to-end observability platform leveraging AppDynamics. Orchestrated CI/CD deployments across Kubernetes with Istio for service mesh routing and security.