Cloud Native
SaaS Architecture
Multi-tenant systems with subscription models, tenant isolation, and operational excellence at scale.
Multi-Tenant Architecture
Tenant isolation, schema-per-tenant, and cross-tenant query optimization
Monetization Engine
Subscription lifecycle, usage-based billing, and revenue recognition
Authorization Layer
Attribute-based access control, policy engines, and privilege escalation
Product Analytics
Event streaming, funnel tracking, and cohort analysis pipelines
Progressive Delivery
Feature toggles, canary releases, and experimentation frameworks
Cloud-Native Infrastructure
Auto-scaling groups, edge compute, and multi-region failover
Competency Map
Current proficiency levels across the SaaS development stack.
01
Product Engineering
ActiveCustomer-centric platform development
Row-level securitySubscription state machinesMetered billing logicLaunchDarkly patternsAdmin UI designOnboarding flows
02
SaaS Operations
DevelopingProduction multi-tenancy at scale
Elasticity patternsCost allocation trackingCapacity forecastingSLA compliance monitoringBackup verificationDisaster recovery drillsSecurity penetration testsGDPR data portability
03
Go-to-Market Systems
ExploringProduct-led growth infrastructure
Tiered pricing modelsProduct-led analyticsCustomer support integrationsMarketing attributionNorth Star metricsFeedback aggregationDeveloper portalsEcosystem partnerships