specialties

Systems and data model architecture (AI-ready)

Data pipelines for ML/AI use cases

Secure authentication and session management

Integrated admin panels and internal tools

Microservices and scheduled workers

REST and GraphQL APIs with structured documentation

Mobile push notification infrastructure

Metrics, monitoring, and observability dashboards

Scalable containerization and CI/CD pipelines

Checklist-driven deployments and rollback strategies