DevOps & MLOps Services

At MarsDevs, we empower FinTech and AI-driven platforms to scale securely, reliably, and compliantly. Whether you’re deploying core banking APIs, ML-based credit engines, or LLM copilots, our DevOps and MLOps practices ensure uptime, traceability, and rapid iteration. ⸻ 🔧 DevOps for FinTech Products We build CI/CD pipelines that are audit-ready, secure, and designed for fast deployments without downtime: • CI/CD Pipelines: GitHub Actions, GitLab CI, Jenkins – fully integrated with staging & production environments. • Infrastructure as Code: Terraform, Pulumi, CloudFormation for repeatable, auditable infra setup. • Containerization: Dockerized services and APIs for consistent performance across dev, staging, and prod. • Orchestration: Kubernetes, ECS, or serverless (Lambda, Cloud Run) for autoscaling and resilience. • Secrets & Access Management: Vault, AWS Secrets Manager, IAM roles, SOC2-ready access control. ⸻ 🤖 MLOps for AI/ML Models We ensure ML models move from notebooks to production with full lifecycle support: • Model Versioning & Registry: MLFlow, SageMaker Model Registry – track experiments, versions, and metadata. • Model Serving: FastAPI, TorchServe, TensorFlow Serving, Triton for low-latency inference APIs. • Continuous Training Pipelines: Scheduled retraining based on drift, feedback, or new data. • Monitoring & Observability: Prometheus, Grafana, Evidently.ai for tracking latency, accuracy, drift, and anomalies. • A/B Testing & Shadow Deployment: Deploy new models in stealth mode to validate before full rollout. ⸻ 🔒 Security & Compliance Built-in guardrails: • HTTPS everywhere • Logging & alerting • Audit trails for infra & model updates • Environment segregation (dev, staging, prod) ⸻ From real-time fraud detection models to core FinTech infra that can’t go down, MarsDevs brings automation, transparency, and resilience to your entire DevOps + MLOps pipeline—backed by SLAs, rollback strategies, and 24/7 monitoring.