Independent fractional CTO and senior advisor specializing in distributed systems, database architecture, and infrastructure scaling for startups (Series A-C). 30 years of infrastructure leadership at CMU, Microsoft Research, and Google; helps startups avoid catastrophic scaling failures and outages.