Acumace AI Platform
Founder and Lead Software Engineer · 2025 - Present
Architecting a governed platform where core business workflows, AI automation, and distinct product experiences share secure contracts without sharing risk.
Operating context
AI-native multi-tenant platform comprising LearnCircle SIS, LMS and Student Portal, Workpods, and an internal administrative control plane.
The constraint
Supporting consumer and enterprise products on one platform while guaranteeing tenant isolation, policy-driven access, traceability, and safe AI execution.
The response
Separated deterministic workflows into a Go Core API and AI workloads into a stateless Python service, connected them through typed BFF contracts, and enforced authorization with Keycloak, Cerbos, and immutable audit logging.
Results and evidence
- Unified four product surfaces on a governed multi-tenant foundation.
- Isolated AI workloads from the primary database and tenant-critical business logic.
- Standardized frontend delivery through generated clients and a Turborepo monorepo.
Hard problems solved
- Maintaining tenant safety across services, queues, caches, and generated client contracts.
- Separating probabilistic AI behavior from deterministic business workflows.
- Serving consumer and data-dense enterprise interfaces without collapsing them into one design system.