I’m Kiran Kumar, a Software Architect Engineer with 5+ years of experience in designing secure, high-throughput AI systems and distributed backends for enterprise platforms. I specialize in productionizing Generative AI, strict multi-tenant RAG ecosystems, and autonomous Agentic AI workflows. I combine deep expertise in LLM inference optimization (vLLM, TensorRT) and CI/CD MLOps with building event-driven microservices (Kafka, FastAPI).
At work I resolve scaling bottlenecks, enforce data isolation, and deploy low-latency AI solutions across AWS EKS. I enjoy turning experiments into production-ready services, from model packaging with LoRA and MLflow to automated CI/CD pipelines and observability dashboards that track latency and throughput for thousands of tenants.
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