Kaushic K

Areas of research Earth sciences, Economics, Physical Sciences Physics informed neural networks - PiNN architectures for grey-box models in robotics, engineering and physical sciences Vision/NLP - Representation learning - Social sensing and remote sensing fusion models - Knowledge graphs Applied mathematics/ ML - Mathematical optimization - Graph signal processing - Geometric learning - Model compression

I head the Quantitative Economics practice in R&D. Current research focus is on the application of Graph neural Network, Topology, Tensor Algebra, Manifold theory , Game Theory Domains focused on Renewable Energy, commodity trading, Environment and Safety, Urban Operations, Manufacturing & Construction, Risk Management Applications areas NLP, Earth Observation, Video, Complex Networks,

- Build Analytics Capability of the Organization - Improve Existing Data-based Decision Making Tools and Usability - Drive Meaningful Unified Insights and Diagnostics from Multiple Data Sources - Strengthen Existing and Build New Partnerships/Alliances - Program Manage and Collaborate Across Other Functional teams / Sector / Global - Leading key analytics projects in Prediction Models, Forecasting, KPI development, Data visualization using R, Python, OBIEE, SQL, Power BI

Re-engineered bid forecasting methodology using Game theoretic principles . Pioneered method on flagship Sakhalin LNG . Reduced cost by over 5%. Awarded Special Recognition Advised Sirius Well Manufacturing Services (Shell China JV) on internationalization strategy for Robotic drilling technology in collaboration with CNPC and Shell business development team; Currently used on projects in Australia and Canada Advised BSP on Regulatory,Political and Social Development liabilities for ~20B USD Decommissioning and Restoration Portfolio Setup Risk Governance system for Shell Iraq (Majnoon Portfolio) ~120B USD. Advised on key venture risks and provided assurance service for projects through maturation funnel

Semi finalist at Start-up @ Singapore Business plan competition Runners-up at DSI-Hitachi Storage unilimted design Competition- Collaborated with DSI to develop a computational camera Presented a talk at E-27 enterpreneurs conference on the application of graph theory and complex network analysis to social networks to deploy micromarkets focused Ads - AdTech