Practitioner and researcher
I am a senior Site Reliability Engineering leader with more than 18 years in regulated financial services, and a doctoral researcher studying how modern engineering practices evolve into foundational capabilities for reliable, sustainable, intelligent, and financially responsible systems.
01 / Practice
Eighteen years building and governing production systems for regulated financial institutions: Site Reliability Engineering, observability and operational intelligence, DevOps transformation, release management, and production governance. Enterprise-scale outcomes in incident reduction, toil reduction, and production readiness, including OpenTelemetry adoption and event-management modernization.
Read the full background02 / Research
Doctoral (DBA) research grounded in enterprise reality rather than theory alone. Author of Evidence-Grounded Release Governance (EGRG), a framework and published prototype for auditable release decisions, the four-axis reliability model, and AREBench, an agent reliability engineering framework for AI observability.
Explore the research03 / Voice
Writing and speaking for CIOs, CTOs, and engineering leaders on release governance, sustainable operations, and AI observability. Available for conferences, editorial contributions, and expert commentary, always within the boundaries of evidence.
Speaking and topicsCurrent inquiry
Currently researching: reliability engineering for agentic AI systems, sustainable AI infrastructure, and post-quantum transition readiness in regulated enterprises. All of it framed as active inquiry, not settled expertise.