Engineering
what's next!.
Director of Cloud Operations & Product Reliability Engineering
Building resilient platforms, high-performing teams and AI-powered engineering practices. Directing 24x7 enterprise multi-cloud scale, SRE governance, and generative AI transformation across global mission-critical platforms.
Technology leadership at the intersection of cloud, reliability, people and AI.
Guiding enterprise platforms through hyperscale modernization, institutionalizing SRE operating rigor, and transforming engineering organizations with agentic intelligence.
Convergence Architecture
Multi-cloud architecture (AWS, Azure, GCP), hybrid infrastructure, resilient distributed systems.
Enterprise Scale, Resilient Leadership & AIOps Innovation
Technology executive with a proven track record orchestrating mission-critical enterprise cloud operations, site reliability engineering (SRE), and next-generation AI platforms across multinational portfolios.
Directing global production engineering and operational readiness across 27+ strategic applications (tax compliance, global trade, data engineering, and generative AI co-counsel), managing 40+ direct engineers across SRE, Database Operations, and Service Management.
Pioneering AIOps and Agentic AI transformation within modern engineering operations—turning telemetry into predictive remediation, operationalizing SOC2 / FedRAMP governance, and empowering thousands of technologists through high-impact developer community leadership.
Core Domains of Mastery
Executive Education & Accreditations
University of Toronto - Rotman School of Management
2026Generative and Agentic AI for Business: Driving Growth and Competitive Advantage
Advanced AI strategy, LLM ecosystem economics, and agentic workflow orchestration.
McKinsey & Company
2025McKinsey Academy's Executive Leadership Program
Strategic enterprise transformation, executive influence, and high-performance engineering culture.
Schulich School of Business - York University
2018Strategic Leadership in the Public Sector & Organizational Management
Complex stakeholder alignment, governance models, and organizational scaling.
York University - Lassonde School of Engineering
2018Certified Blockchain Professional
Distributed systems, consensus security, and cryptographically verified architectures.
George Brown College
2013Post Graduation, IIBA Certified - Information Systems Business Analysis
Dean's Certificate of Recognition & Honors Graduate.
Numbers tell the story.
Demonstrated operational resilience, global platform scale, and large-scale technical education footprint.
Community Reach
Direct community footprint leading one of North America's active Google Cloud communities.
DevFest Footprint
Large-scale annual technical conference leadership bringing together industry practitioners.
Hands-on Learners
Engineers and developers trained in Generative AI, Vertex AI, Agentic AI, and Cloud Architecture.
Volunteers & Organizers
Cross-functional volunteer teams organized, empowered, and mentored across major technical initiatives.
Mission-Critical Apps
Global production operations & SRE ownership spanning ONESOURCE Tax, Global Trade, and AI Co-counsel.
Engineers Led Globally
Global team leadership fostering a relentless culture of reliability, automation, and 24x7 readiness.
The Leadership Journey
Interactive exploration across four core leadership pillars—from hyperscale production operations and SRE culture to agentic AI transformation and community impact.
Cloud Operations
Global production leadership & operational resilience
Directing end-to-end cloud operations and 24x7 service governance across 27 mission-critical applications. Establishing enterprise operating models that unite Customer Support, Product, DevOps, and Release Management.
Core Capabilities & Operating Rigor
Global Production Operations
Operating multi-cloud enterprise footprints across AWS Managed Services (AMS), Azure, and Google Cloud Platform (GCP).
Major Incident & Escalation Ownership
Executive command during high-severity outages, driving rapid mean time to restore (MTTR) and comprehensive blameless RCAs.
Enterprise Governance & Audit Readiness
Enforcing SOC2, FedRAMP, PCI-DSS compliance frameworks, operational risk controls, and automated change management.
Peak Readiness & Capacity Governance
Orchestrating rigorous operational readiness for high-volume financial and tax filing peaks with zero unplanned downtime.
Executive Outcomes
Technology Fabric & Standards
Recognition worth proving.
Verified industry honors and community recognitions earned through large-scale impact and engineering stewardship.
Monumental Scale Award
Recognition for delivering large-scale technical hands-on developer training across North America.
Women Techmakers Ambassador
Sustained leadership and advocacy for diversity, equity, and inclusion in technology.
DevFest Leadership Excellence
Executive steering and organization of premier community technical conferences.
Enterprise Technology Leadership
Directing 24x7 Cloud Operations, SRE & AIOps transformation across 27 mission-critical applications.
Dean's Certificate of Recognition & Honors
Post Graduate Honors in IIBA Certified Information Systems Business Analysis.
Best Team & Performance Award
Zero post-implementation defects across mission-critical card issuing & digital payment infrastructures.
Seen. Published. Discussed.
Keynotes, technical publications, conference panels, and architectural discussions on cloud resilience and AI engineering.
Keynote: Next-Gen SRE in the Age of Agentic AI
How modern site reliability engineering is evolving with multi-agent orchestration, intelligent telemetry, and automated root-cause synthesis.
Google Cloud AI & Enterprise Scale: Architecture Deep Dive
Architectural blueprint for building resilient multi-region cloud applications leveraging Google Cloud Platform and Vertex AI models.
Reliability is Culture, Not Infrastructure: Scaling 24x7 Cloud Operations
Why error budgets fail without psychological safety, and how to institutionalize Service Improvement Programs (SIPs) that engineering teams embrace.
The SRE Blueprint: Integrating AIOps into Enterprise Platforms
Discussing the practical shift from noisy alert dashboards to predictive machine learning event correlation across 27+ enterprise production applications.
5 Years of Advocacy: Championing Diverse Tech Ecosystems
An in-depth interview on building inclusive tech communities, mentoring emerging leaders, and creating equitable pathways in cloud infrastructure.
Google Developer Ecosystem Honors Community Training Scale
North American developer community leaders recognized for monumental scale in hands-on developer upskilling and AI workforce preparation.
Engineering impact, not just infrastructure.
In-depth explorations of strategic platform transformations, SRE cultural institutionalization, and community scaling.
Cloud Operations Transformation
Led the modernization and operational governance overhaul for major enterprise tax compliance and global trade suites. Transitioned fragmented legacy operational workflows into a high-velocity, multi-cloud operating standard across AWS Managed Services (AMS), Azure, and GCP.
Product Reliability & SRE Institutionalization
Engineered an enterprise-grade Site Reliability Engineering practice and database operations strategy for high-throughput financial systems, deploying AIOps event correlation to dramatically reduce MTTR.
AI Developer & Community Ecosystem
Spearheaded large-scale developer community initiatives across GDG Cloud Toronto, DevFest, and Women Techmakers, training over 600+ developers in hands-on Generative AI and Agentic system architectures.
Teach. Build. Scale.
Inspiring global engineering teams and executive boards to master cloud resilience and agentic AI.
Agentic AI & The Future of Autonomous Software Engineering
Moving beyond simple chat prompts into autonomous multi-agent systems, Model Context Protocol (MCP), tool calling architectures, and how AI agents will revolutionize enterprise development and operations.
Reliability as a Culture: Scaling 24x7 Cloud Operations Without Burnout
How to build high-availability enterprise platforms where blameless culture, error budget governance, and proactive AIOps telemetry converge to deliver zero-defect peak season performance.
Generative AI for Enterprise Developers: From LLMs to Production RAG
A hands-on, code-first training session on building production-grade LLM applications using Google Vertex AI, Gemini models, vector retrieval, and structured tool routing.
Modernizing Cloud Operations: Multi-Cloud Governance & SRE at Scale
Battle-tested strategies for operating across AWS, Azure, and Google Cloud with unified governance, SOC2/FedRAMP readiness, and automated change management.
Engineering Leadership: Building and Inspiring High-Performing Global Teams
Principles from managing 40+ direct engineers globally and leading thousands of community technologists—focusing on mentorship, diversity advocacy, and alignment during organizational hypergrowth.
Upskill Your Engineering & Leadership Teams
Hands-on training programs engineered for enterprise engineering teams, architects, and technology directors covering Generative AI, Model Context Protocol (MCP), Vertex AI, and SRE resilience.
Executive AI & Agentic Strategy Masterclass
Designed for technology executives and directors to formulate high-ROI Generative & Agentic AI roadmaps with rigorous security and cost governance.
Production SRE & Cloud Resilience Bootcamp
Intensive training for engineers and team leads on SLI/SLO formulation, advanced observability, chaos testing, and AIOps event correlation.
Custom Corporate Masterclass
Tailored 1-to-3 day interactive cohorts customized to your enterprise cloud infrastructure and AI roadmap.
"Reliability is not a feature of the platform. It is a feature of the culture."
Let's build what matters.
For technology leadership, speaking, AI training, community partnerships and advisory conversations.
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