Cloud & AI Solutions Architect
Designing secure AWS cloud platforms, production-ready AI systems, and modern software architectures.
I help engineering teams, high-growth startups, and enterprises design scalable AWS cloud platforms and bridge the gap between proof-of-concept AI and production reality.
Over the past 12+ years, I have architected systems across healthcare, data analytics, B2B SaaS, and high-volume non-profit operations. My focus is on pragmatic engineering: choosing the right abstractions, preventing architecture debt before it compounds, and aligning system design strictly with business objectives.
In the cloud domain, I specialize in AWS foundations (landing zones, multi-account setups, VPC networking, security posture), container platforms (ECS/EKS), serverless architectures (Lambda, Step Functions, EventBridge), and CI/CD pipelines with automated governance.
In the applied AI space, I help organizations build production-grade generative AI applications powered by Amazon Bedrock and SageMaker. This includes retrieval-augmented generation (RAG) over private corporate knowledge, tool-calling multi-agent workflows, model evaluation harnesses, content guardrails, and embedding pipelines that remain accurate and cost-effective over time.
Security & Well-Architected
Least-privilege IAM, encrypted data at rest and in transit, private subnet isolation, and continuous compliance audits aligned with AWS Well-Architected reviews.
FinOps & Cost Discipline
Rigorous cost modeling for compute, storage, and generative AI tokens. Architecture choices optimized for ROI through right-sizing and caching.
Production-Grade AI Systems
Moving beyond fragile LLM demos to deterministic pipelines, guarded tool-calling agents, grounding verification, and observability for prompt latency and token usage.
Platform Reliability & DevOps
Zero-downtime blue/green cutovers, automated rollback mechanisms, infrastructure as code (Terraform), and full-stack OpenTelemetry and CloudWatch metrics.
SmartWhale
Intelligent campaign automation and agent workflow platform with scalable asynchronous processing.
ISKCON Operations
Serverless receipt generation, payment reconciliation, and high-volume donor communication platform.
Omnyk Health
OmnyTraq web platform for real-time remote patient monitoring and medical telemetry.
ISRO I-GRASP
Research collaboration and document management portal for space research initiatives.
Have an upcoming cloud or AI initiative?
I am available for architecture audits, strategic advisory, Well-Architected reviews, and hands-on implementation.