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//Specialized Engineering × Cloud-Native Backend & MLOps × SaaS & Tech · India

Cloud-Native Backend & MLOps for SaaS & Tech in India

High-performance backends and the MLOps to deploy, monitor, and retrain models in production — for SaaS, AI products, and real-time data platforms. For saas & tech teams, delivered to India.

SaaS & Tech teams in India 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 IST working hours.

01What's broken without us

Your roadmap is longer than your team. Hiring is slow, and contractors disappear at the hard parts. Velocity stalls right when the market is moving.

02Our approach — the Forge Method, applied
  • 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.
//Capabilities
  • 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
//Outcomes

What you can expect

Senior
capacity, fast
Roadmap
shipped, not stalled
Production-grade
from day one
//FAQ

Questions, answered straight

Yes. Product engineering, API platforms, and dev tooling — extra senior capacity to ship your roadmap faster. Aligned to IST working hours.

//Next step

Start with a Blueprint.
Lock the scope. Ship the system.

Contact the studio