AI engineer and founder from Chennai. I've spent 5 years building production AI systems

Kuralit — Co-Founder Making web and mobile apps conversational and adaptive. Instead of navigating through screens, users tell the app what they want — and the interface adapts in real time to show the right view, data, and actions. MVP is live.

Giggso — Senior AI/ML Engineer Building production AI for enterprise clients. Agentic systems, RAG pipelines, real-time inference, model observability.

• Agentic workflows — browser-use agents, multi-step orchestration (LangGraph, CrewAI)
• RAG systems — hybrid search, HyDE, Graph RAG, embedding pipelines (95% correctness in prod)
• Forecasting AI — predictive analytics for supply chain and demand planning
• Infrastructure diagnostics — log analysis, root cause AI, reduced MTTR
• ModelOps — model monitoring, data drift detection, cost tracking
• CRM automation — Salesforce orchestration and data intelligence

Most of this is closed source (enterprise work). I'm building in public now — experiments, learnings, and Kuralit progress will show up here.

Built and shut down KuralX — an AI voice agent platform for business outreach. Got limited traction. Made the call to close it. Learned more from that than anything else.