AJAY KUMAR REDDY NELAVETLA

I am an AI/ML engineer with 5+ years of experience building production-grade generative AI systems and multi-agent architectures, focused on reliable, low-latency solutions.

I have shipped multiple GenAI applications with high retrieval accuracy and response rates, and designed RAG pipelines using Pinecone and Weaviate to support large-scale semantic search and recommendation systems.

In production I architect and operate ML pipelines and MLOps infrastructure on AWS and Kubernetes, implementing CI/CD, monitoring, security controls, and disaster recovery to achieve enterprise SLAs and 99.9% uptime.

I also build voice/chat interfaces and real-time streaming systems, optimize performance for sub-100ms latency, and emphasize data governance, observability, and scalable multi-tenant SaaS architectures.