Why You Exist ?

[ Suzuki Hamamatsu ]

[ FCDO, UK]

[ London British Dsire ]

[ AWS & GCP ]

[ TSMC HPC ]

[ Denso Bosch Conti Siemens Magneti ]

[ Chevening ]

[ United Nations ]

[ Sutherland ]

[ Avanze BFSI Generative AI ]

[ PRAL Agentic RAG LLM NLI ]

[ Digital Twin IoT DMU 1D2D3D SIL PIL HIL ]

[ Brunel, London ]

[ IIT, Delhi ]

[ IIM, Bangalore ]

[ Agentic Intelligence=Gradient Descent(Policy Gradient(Softmax(Gaussian(x))))  ]

[ AiVerse : Sand to SaaS, IoT Smart City to X2X World DMU & Digital Twin]

[ Assets Under Management : 2100 AUM Investment & Patent Strategy  ]

[ FMEA & Forecasting Expertise ]

[ Profitability & Sustanability]

[ Patent, GTM & Sales Bridge ]

[ CERN ZENODO : Agentic AI Research Publication Future Forecast Tokens ]

[ Two Patents & IPR Publications]

[ IMechE, SIAM, SAE International Membership ]

[ AI Research Patents / IPR to GTM Strategy & GTM to Sales  for Sustainable Profitability & ROI ]

[ Multiple Startup Experience : Cradle to Cradle, Product Life Cycle Management, Green Growth ]

[ Renewable Energy, Mobility & Innovation : SIAM SAE Papers,  Designed EV, Expertise in Carbon Credit ]