Open to opportunities

AJAY KUMAR REDDY NELAVETLA

@ajaykumarreddynelave

Message

AI/ML engineer building production-grade generative AI systems and scalable ML infrastructure.

United States

Message

What I'm looking for

I seek engineering roles building production GenAI and MLOps systems at scale, with strong DevOps, observability, and collaborative product teams.

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.

Experience

Work history, roles, and key accomplishments

Current

AI/ML Engineer

Current

FolderWave

Jan 2024 - Present (2 years 1 month)

Architected and operated production ML pipelines and LLM-based systems for an enterprise automation platform, processing 500K+ daily interactions and achieving 95% retrieval accuracy and 99.9% uptime SLA.

RAG Pinecone Kafka Kubernetes Cloudwatch

Full Stack Developer

IdeaBytes

Jan 2019 - Jan 2022 (3 years)

Built and operated production data infrastructure and REST APIs serving 10,000+ concurrent users, implemented Spark/Hadoop ETL pipelines and DevOps practices to maintain 99.9% availability.

REST APIs Apache Spark Hadoop ELK Stack CI CD