Ramsundar
Mahato

I build AI-first products and systems — from multi-agent pipelines to production LLM deployments. I care about making intelligent systems that are reliable, scalable, and genuinely useful.

• Multi-agent systems & LLM orchestration with LangChain/LangGraph
• RAG pipelines with hybrid search for enterprise knowledge bases
• End-to-end ML systems on Azure, AWS, and GCP
• Demand forecasting, anomaly detection, and predictive analytics
• Fine-tuning smaller LLMs for domain-specific tasks
• MLOps: CI/CD, model monitoring, and containerized deployments