Open for Project Engagements & Advisory

Hire a Cloud & AI Solutions Architect

Certified AWS Developer • Senior Architectural Delivery for High-Growth Teams

I partner with founders, CTOs, and engineering leaders to design scalable cloud foundations, execute zero-downtime migrations, optimize AWS and AI inference costs, and deploy production-grade generative AI pipelines.

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Certified AWS Developer • 12+ years production delivery • Flexible engagement formats
Core Consulting Services

Well-Architected Reviews & Audits

Comprehensive evaluations of security, reliability, performance efficiency, cost optimization, and operational excellence across your AWS infrastructure.

Generative AI & Bedrock Architecture

Transition from prototype to enterprise-grade AI: secure RAG knowledge bases, guardrails, agent orchestration with tool-calling, and latency optimization.

Serverless & Event-Driven Architecture

High-concurrency systems using AWS Lambda, EventBridge, SQS/SNS, and API Gateway for zero-idle-cost and automated scale.

Cloud Migration & Modernization

De-risk monolithic migrations to containerized or serverless microservices with automated rollback routines and blue/green deployments.

Engagement Models
Fixed-Scope

Architecture Review Sprint

A 1 to 2-week intensive audit of your existing AWS or AI architecture. Delivers an executive findings report, prioritized vulnerability mitigation, and a step-by-step roadmap.

Deliverables: Audit Report & Diagram
Hands-On

Implementation Project

Direct hands-on engineering to build and deploy modern AWS workloads, Bedrock AI pipelines, Kubernetes/ECS clusters, or automated CI/CD release pipelines.

Deliverables: Production Code & IaC
Retainer

Fractional Cloud & AI Architect

Ongoing technical guidance for founders and engineering teams: architectural decision records (ADRs), pull request reviews, vendor evaluation, and mentor sessions.

Deliverables: Weekly Calls & Async Reviews
Frequently Asked Questions

Yes. I frequently embed with internal engineering squads, participate in sprint rituals, review pull requests, and coach developers on AWS and AI best practices while delivering critical infrastructure.

All engagements are covered under mutual non-disclosure agreements (NDAs). Access to cloud environments is strictly gated through time-limited IAM roles, least-privilege policies, and zero persistent credential storage.

We start by evaluating your specific use case, data privacy constraints, and expected request volume. Then, we architect the retrieval pipeline (vector search, chunking strategy), set up Amazon Bedrock / SageMaker foundations, define evaluation benchmarks, and implement guardrails for safety and cost control.

I am based in Chennai, India (IST / UTC+5:30) and regularly work with international clients across the US, UK/Europe, and Asia-Pacific with daily overlapping collaboration windows.

Ready to discuss your project?

Send a brief message with your current stack and goals. I usually reply within 24 hours.

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