At MPCC, I integrate vehicle-telemetry APIs with an AI fleet-monitoring assistant that analyzes GPS data, identifies operational exceptions, summarizes fleet status, and sends alerts. I also implemented automated laboratory report delivery through MIRA via WhatsApp.
At RIMSPL, I built an MCP-based monitoring system that automated auditing across 15 operational modules, reducing manual review effort by 95%. I also developed a ledger automation system with semantic search and an accountant approval workflow, reducing manual ledger-selection effort by 85%.
Earlier, as an AI/ML Engineer Intern at Cynoteck Technology Solutions, I prepared text data and compared models for classification tasks. My projects include a medical assistant using LangGraph and a RAG-based job search agent.

