Open to opportunities

Akarshana Machanpally

@akarshanamachanpally

Message

I build production multi-agent LLM systems, RAG pipelines, and scalable AI infrastructure for enterprise teams.

Zimbabwe

Message

What I'm looking for

I'm looking to build production AI systems that solve measurable enterprise problems, especially multi-agent LLM workflows, RAG, responsible AI, observability, and scalable cloud inference.

I've built enterprise AI solutions at Elevance Health, JPMorgan Chase, and Walmart, spanning healthcare automation, financial risk analytics, and retail forecasting. At Elevance Health, I design multi-agent workflows, RAG systems, and production LLM inference pipelines using LangChain, LlamaIndex, AWS SageMaker, vLLM, and Triton.

I combine Python, cloud platforms, data engineering, and responsible AI controls to turn ambiguous business problems into measurable solutions. My work has improved LLM response accuracy by 36% and reduced retail stockout incidents by 22%, while supporting reliable monitoring, governance, and cost-efficient deployment.

Experience

Work history, roles, and key accomplishments

Current

Gen AI Engineer

Current

Elevance Health

Mar 2025 - Present (1 year 5 months)

Designed multi-agent AI systems using LangChain, Agent K, and AutoGen for healthcare enterprise automation. Built RAG pipelines and scalable LLM inference with AWS SageMaker, Triton, vLLM, and TensorRT-LLM.