Enterprise AI Pipelines
AI initiatives fail when orchestration, cost, and lifecycle control are ignored. We design distributed AI pipelines engineered for durability, traceability, and scale.
Media Analysis at Scale
Long-form media processing exposes execution limits and cost volatility. We build event-driven analysis systems that operate reliably without human supervision.
Event-Driven Architectures
Tightly coupled systems fracture under growth. We design event-driven architectures with explicit contracts, isolation boundaries, and failure containment.
Serverless-to-Container Migration
Workloads outgrow initial design assumptions. We engineer hybrid serverless and container transitions that preserve stability while improving control.
High-Availability Systems
Uptime is not accidental. We design systems with intentional redundancy, graceful degradation, and recovery paths that reduce operational risk.