At Wanclouds, I design and deploy Model Context Protocol servers that enable zero-prompt automation for NLP models, including IBM Logging MCP, Zabbix MCP, and Kubectl Command Generator MCP.
I built CloudWhisper Chatbot to connect OpenAI, Claude, and knowledge graphs with IBM VPC+ backup and restore APIs. I also developed RAG pipelines with LlamaIndex and Qdrant, delivering 95% accurate NLP responses.
As a Senior Backend Developer at Wanclouds, I optimized AWS and GCP resource use and helped reduce costs by 20% or more. Earlier, I automated telecom reporting at Nokia and developed an AI-based brain tumor detection system at Slosh AI Solutions.

