At SPE AMTS we are very excited to host Cedric Fraces, Co-Founder of TENOKONDA ®, for an insightful session on how uncertainty shapes value and decision-making in the energy sector. With over 20 years of experience as a reservoir engineer and data scientist, Cedric has developed advanced solutions for leading global operators such as Chevron, Total, KOC, CNPC, PEMEX, and Ecopetrol, and has contributed to large-scale carbon sequestration projects across the U.S. and Canada. In this session, he will explore how uncertainty and risk influence portfolio-level decisions, moving beyond traditional Excel-centric approaches to more advanced frameworks such as probabilistic graphical models, scenario-based portfolio construction, and the integration of Bayesian reasoning with Modern Portfolio Theory. The session will be structured across three parts—covering the current paradigm, uncertainty quantification techniques, and scenario-driven portfolio design—offering both foundational understanding and practical insights. Scheduled for March 25, 2026, at 7:30 PM IST.Joining Link: https://lnkd.in/gp85EXG6This webinar is designed to be an engaging and thought-provoking discussion for both newcomers and experienced professionals looking to rethink decision-making under uncertainty.