I Solve the
AWS Challenges
Your Team Can't.
I design, fix, and scale production-grade AWS infrastructure for startups, SaaS platforms, and enterprise teams operating at scale.
Request a Technical Strategy Call
Common Architecture Scenarios I Resolve
Runaway AWS Bills
Stopping architectural waste, unoptimized egress, and idle compute costs.
System Crashes Under Load
Refactoring fragile monoliths into resilient, decoupled microservices.
Slow, Risky Deployments
Implementing zero-downtime, fully automated CI/CD pipelines.
Kubernetes Deadlocks
Untangling complex EKS auto-scaling and pod orchestration limits.
Infrastructure Drift
Enforcing strict Infrastructure as Code (Terraform) to secure environments.
Database Exhaustion
Fixing connection pooling, read-replica lag, and RDS bottlenecks.
Unstable MLOps
Standardizing model training infrastructure and deployment workflows.
Security & Compliance Gaps
Locking down IAM roles, securing VPCs, and hardening Landing Zones.
Runaway AWS Bills
Stopping architectural waste, unoptimized egress, and idle compute costs.
System Crashes Under Load
Refactoring fragile monoliths into resilient, decoupled microservices.
Slow, Risky Deployments
Implementing zero-downtime, fully automated CI/CD pipelines.
Kubernetes Deadlocks
Untangling complex EKS auto-scaling and pod orchestration limits.
Infrastructure Drift
Enforcing strict Infrastructure as Code (Terraform) to secure environments.
Database Exhaustion
Fixing connection pooling, read-replica lag, and RDS bottlenecks.
Unstable MLOps
Standardizing model training infrastructure and deployment workflows.
Security & Compliance Gaps
Locking down IAM roles, securing VPCs, and hardening Landing Zones.
Enterprise Architecture. Zero Fluff.
I don't deliver generic PDF audits. I deliver production-ready Terraform PRs, optimized container orchestration, and ruthless cost efficiency.
Immutable Infrastructure (IaC)
Codifying your entire AWS environment using Terraform to eliminate manual configuration drift and secure multi-account Landing Zones.
Advanced Container Orchestration
Refactoring complex container workloads (EKS/ECS) for 99.99% availability using aggressive auto-scaling and dynamic node bin-packing.
Zero-Downtime CI/CD
Replacing brittle release processes with automated, GitOps-driven deployment pipelines and robust canary/blue-green strategies.
Deep FinOps & Cost Engineering
Mapping network egress, decoupling storage I/O, and solving architectural waste at the root level without sacrificing performance.
The Expert Behind
The Architecture
Milind
Connect on LinkedInLead Cloud & MLOps Architect
Present • Skyward Technologies
Resolving architectural deadlocks for enterprise clients, optimizing MLOps, and engineering high-availability cloud systems.
Amazon Web Services (AWS)
6+ Years • Cloud Engineering Core
Built, scaled, and managed internal enterprise infrastructures. Deep, inside knowledge of how AWS is designed to function at petabyte scales.
Foundational Engineering
11+ Years Total Experience
"As the Lead Architect at Skyward Technologies, I handle all high-level enterprise infrastructure personally. I don't farm your core architecture out to junior devs. When you hire Skyward, you get direct access to me—a veteran engineer delivering custom, production-ready code from day one."
