PG MadhavanPatient Digital Twin — the time is NOW!Every patient already has her health information in a tattered paper folder in her doctor’s office — this IS a “paper twin” of the patient…Apr 20, 20221Apr 20, 20221
PG MadhavanIoT “Winter”: Techno-Business Strategy for a sunny future . . .We all know of “AI winters”. The last one broke when Deep Learning (DL) appeared. It took some key enablers for DL to take off — lots of…Oct 24, 2021Oct 24, 2021
PG MadhavanMultichannel IoT Causal (MIC) digital twin: Counterfactual experiments on Fence GraphsCausality analysis is hard! But ignoring cross-channel causal effects is worse . . . At the outset, let me clarify that in the IoT context…Aug 13, 2021Aug 13, 2021
PG MadhavanGAP in Multichannel IoT data analysisIn my recent article, “Usher Syndrome in IoT — and a Cure” (June, 2021…Jul 13, 2021Jul 13, 2021
PG MadhavanUsher Syndrome in IoT — and a CureHave you ever seen an IoT dashboard that does NOT look like this?Jun 15, 2021Jun 15, 2021
PG MadhavanTrouble with Learning . . . consequences for AI BusinessIn this article, we will see why ML or AI (which is applied ML today) cannot achieve perfection. This means AI solution developers and…Jul 4, 2019Jul 4, 2019
