Professional focus
Architecture and engineering across cloud, AI, and data.
I design and deliver cloud, AI, and data platforms that need to be secure, observable, reliable, and maintainable. My work spans architecture and hands-on engineering across Azure, AWS, and GCP.
Professionally, I work across cloud infrastructure, AI-enabled automation, secure delivery pipelines, ETL and streaming systems, warehouse analytics, identity, observability, and production governance. Terraform, Kubernetes, CI/CD, security controls, and operational readiness are recurring parts of that work.
Outside work, I build RAGAssure, the Secure Enterprise AI Assistant, ApplyBench.com, MayaGuru.com, Home Assistant Apps, and other labs as hands-on proof-of-work around complete systems rather than startup-traction claims.
| M.S. Computer Science | 7 cloud and platform certifications across Azure, AWS, GCP, Kubernetes, Terraform, and cloud security. |
Where I deliver the most value
Architecture capabilities backed by hands-on delivery.
Cloud & Platform Architecture
Azure, AWS, and GCP architecture with Terraform, Kubernetes, networking, identity, and platform operating patterns.
AI Platforms & Enterprise AI
RAG, agent workflows, AI-assisted systems, evaluation, identity-aware controls, and production governance.
Data Architecture & Platforms
Streaming, ETL, warehouse platforms, analytics, reporting, and governance for large-scale data systems.
DevSecOps, Reliability & Observability
CI/CD, security gates, SBOMs, OpenTelemetry, SRE practices, policy controls, and production operations.
Latest blog posts
Insights and updates from my professional journey
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How Do You Know the AI Still Works?
A demo can look good and still regress later. Evals turn 'looks good' into something you can repeat, measure, and use as a release decision.
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Getting AI Into Production
The model is only one part of production. Identity, networking, cost, observability, rollback, security, and ownership decide whether the system ac...
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Same AI, Different Constraints
An HR assistant, a fraud system, and a factory-floor model can all be called enterprise AI. The architecture changes because the constraints change.
Personal products and labs
Proof that I still build hands-on.
AI product
ApplyBench.com
Pay-per-use career tools for resume analysis, ATS scoring, cover letters, interview prep, and job search workflows.
Visit ApplyBenchAI product
MayaGuru.com
Image workflow tools for real estate and e-commerce, including virtual staging, background removal, product photography, and an assistant.
Visit MayaGuruOpen source
ha-rustdesk-server
Home Assistant add-on for self-hosting a private RustDesk signaling and relay server.
View on GitHub