Services — MLOps, DevOps & Cloud Infrastructure

01

MLOps Solutions

End-to-end machine learning operations. From model training to production inference, we build the pipelines that keep your ML systems reliable and performant.

Model Deployment
Pipeline Automation
Model Monitoring
Version Control
A/B Testing
Feature Stores

Kubernetes MLflow Kubeflow SageMaker TFX

deploy-pipeline.sh

# Build and push container image
$ docker build -t opsmirror/model-api:v2.4.1 .
$ docker push opsmirror/model-api:v2.4.1

# Deploy to Kubernetes cluster
$ kubectl apply -f k8s/deployment.yaml
deployment.apps/model-api configured
service.apps/model-api unchanged

# Verify rollout status
$ kubectl rollout status deploy/model-api
deployment "model-api" successfully rolled out

02

Cloud Infrastructure

Design, deploy, and manage scalable cloud infrastructure on AWS, Azure, and GCP. We architect for resilience, cost-efficiency, and growth.

Cloud Migration
Infrastructure as Code
Cost Optimization
Multi-Cloud Strategy
Disaster Recovery
Compliance

Terraform AWS Azure GCP CloudFormation

main.tf

resource "aws_ecs_cluster" "prod" {
  name = "opsmirror-prod"
  setting {
    name  = "containerInsights"
    value = "enabled"
  }
}

# Plan: 3 to add, 0 to change, 0 to destroy
$ terraform plan -out=tfplan
Plan: 3 to add, 0 to change, 0 to destroy.
Apply complete! Resources: 3 added, 0 changed, 0 destroyed.

03

DevOps Engineering

CI/CD pipelines, container orchestration, and automated delivery that compounds velocity over time. Ship with confidence.

CI/CD Pipelines
Container Orchestration
Automated Testing
Release Management
GitOps
Observability

Docker GitHub Actions ArgoCD Prometheus Grafana

.github/workflows/deploy.yml

name: Deploy Pipeline

on:
  push:
    branches: [main]

jobs:
  build-and-deploy:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v4
      - name: Build & Push
        run: docker build -t app:${{ github.sha }}
      - name: Deploy
        run: kubectl apply -f k8s/

04

Web Development

Modern, responsive, high-performance web applications. From marketing sites to complex platforms.

Custom Website Development
E-commerce Solutions
Progressive Web Apps
Responsive Design
SEO Optimization
Accessibility

React Next.js Node.js TypeScript Tailwind

terminal

$ next build

  ▌ Compiling ...
  ▌ Collecting page data ...
  ✓ Generating static pages (48/48)
  ✓ Finalizing page optimization

Route (app)             Size     First Load JS
/                       4.2 kB   78.1 kB
/products               3.8 kB   77.7 kB
/checkout               5.1 kB   79.0 kB

  Build completed in 12.4s

05

Software Development

Enterprise-grade custom software — mobile, API, and legacy modernization. Built to scale, designed to last.

Custom Software Development
Mobile App Development
API Development
Legacy Modernization
Microservices
System Integration

Python Go PostgreSQL Redis gRPC

api/endpoints.go

package api

type CreateOrderRequest struct {
    UserID  string    `json:"user_id"`
    Items   []Item     `json:"items"`
    Priority int      `json:"priority"`
}

func HandleCreateOrder(
    w http.ResponseWriter,
    r *http.Request,
) {
    // Validate request & persist order
    order, err := service.CreateOrder(req)
    if err != nil { respondError(w, 400, err) }
}

06

Database Management

Reliable, high-performance database solutions — from architecture design to ongoing optimization and backup.

Schema Design
Performance Tuning
Backup & Recovery
Managed Databases
Data Migration
Replication

PostgreSQL MongoDB Redis Elasticsearch DynamoDB

query-optimization.sql

-- Before: Seq Scan (cost=0.00..45280.00)
EXPLAIN ANALYZE SELECT *
FROM orders
WHERE status = 'active'
  AND created_at > NOW() - INTERVAL '7d';

-- After: Index Scan (cost=0.42..128.67)
CREATE INDEX idx_orders_status_date
  ON orders (status, created_at);

-- Execution time: 2.4ms (98% faster)

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