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susmith kumar koripelli

@susmithkumarkoripell

AI Development & Support Engineer at SCIF building local LLM deployments, MCP servers, and RAG pipelines.

At SCIF, I designed local LLM deployments and agent architectures using vLLM and Ollama, and developed MCP servers for workflow automation. My work improved workflow accuracy by 18% and integration and data management efficiency by 22%.

I also implemented Python AI features and REST APIs, supported installation and troubleshooting, and engineered vector-database-backed RAG pipelines. Earlier at Infosys, I developed Java and Spring Boot APIs and containerized microservices with Docker and Kubernetes.

Experience

Work history, roles, and key accomplishments

Current

Software Engineer

Current

SCIF

Dec 2024 - Present (1 year 9 months)

Designed local LLM deployment and agent architectures with prompt engineering, improving workflow accuracy by 18%. Developed MCP servers and workflow automation, enhancing integration and data management efficiency by 22%.

Local LLM Deployment Agent Architectures Prompt Engineering VLLM Ollama MCP Servers Model Context Protocol Lang Chain LangGraph Python REST APIs Docker Vector Databases RAG Pipeline HPC Storage Systems

Software Engineer

Infosys

May 2019 - Aug 2021 (2 years 3 months)

Developed REST APIs using Java and Spring Boot handling over 10,000 daily requests, reducing error rates by 15%. Containerized Java microservices with Docker and integrated Kubernetes-based CI/CD pipelines, reducing environment inconsistencies by 30%.