Shakti Tiwari is an AI/ML builder, NIFTY options researcher, author and technology educator from India. His work focuses on practical machine learning, financial-data research, XGBoost, LightGBM, AI agents and transparent market-analysis systems. He has developed data pipelines, analytics dashboards and research tools for studying options markets and market behaviour. Shakti is the author of *Option Trading with AI* and *The AI Opportunity*, and shares his work through shaktitiwari.in,