Cloud-Native Backend & MLOps for Accounting & CPA in Canada
High-performance backends and the MLOps to deploy, monitor, and retrain models in production — for SaaS, AI products, and real-time data platforms. For accounting & cpa teams, delivered to Canada.
Accounting & CPA teams in Canada need cloud-native backend & mlops engineered for their constraints and shipped on their calendar. High-performance backends and the MLOps to deploy, monitor, and retrain models in production — for SaaS, AI products, and real-time data platforms. Aligned to ET / PT working hours.
Busy season means chasing clients for documents, re-keying data, and tracking work across spreadsheets. Capacity is capped by manual effort.
- 01Architect services and the ML lifecycle around real load and SLAs.
- 02Prototype deployment and monitoring before scaling.
- 03Forge microservices, pipelines, and IaC.
- 04Harden with A/B deployment, drift monitoring, and retraining.
- Microservices (Go, Rust, Node.js, .NET)
- Serverless & container orchestration (K8s, Nomad)
- CI/CD (GitHub Actions, GitLab CI, ArgoCD)
- MLOps: deployment, A/B, monitoring, drift
- Data engineering (feature stores, ETL)
- Infrastructure as Code (Terraform, Pulumi)
- Real-time event streaming
- Event-driven architecture
What you can expect
Questions, answered straight
Yes. Client portals, document management, and workflow tools that eliminate the manual chase during every busy season. Aligned to ET / PT working hours.