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About

I design AI systems, then build them until they actually run.

I started out automating VMs by the thousand, then moved into cloud migrations, landing zones and Terraform pipelines, then DevOps: Kubernetes, observability and lots of IaC. Now I design and build the AI layer. I care about evals and operational readiness more than demos. On my own time I design and build things to learn, starting from an architecture diagram. If it breaks, I write down why.

Running in production, at my day job

P-01

Azure AI Foundry AI gateway

An Azure AI Foundry gateway I designed and implemented to manage, monitor and govern AI solutions: one place for model access, oversight and control.

P-02

AI agents on Databricks, Snowflake & Sigma

AI agents I designed on the data platform that cut manual analysis for ops and business teams, plus AI for analytics and operational insights.

P-03

Readiness & responsible tooling

Evals, testing and operational readiness for AI apps; trying out Cursor and MCP with security and configuration first.

Scope only. Internal details and numbers stay at work.

Certifications & career

Ten years from VMs to AI agents.

10+ years in infrastructure, cloud & data · 9 certifications · 21 public GitHub repos

Azure Solutions Architect ExpertDevOps Engineer ExpertAWS Solutions ArchitectTerraform Associate 004Databricks Data EngineerSnowPro CoreAI-103 Azure AI Apps and AgentsAzure AI FundamentalsOCI Architect Associate
Show the full career path
2026 →

Solutions Architect — Cloud, Data & AI

Revantage Global · Singapore
  • Enable AI across Databricks, Snowflake, and Sigma for analytics and operational insights.
  • Design AI agents that cut manual analysis for Ops and business teams.
  • Implement Azure AI Foundry as a gateway to manage, monitor, and govern AI solutions.
  • Evaluate Cursor and MCP with a focus on security, configuration, and responsible use.
  • Support AI application build-out, evals, testing, and operational readiness.
2024 — 2026

Senior DevOps Engineer

Revantage Global · Singapore
  • Design enterprise Azure and AWS architectures, including Hub-and-Spoke landing zones.
  • Build IaC and CI/CD with Terraform, Bicep, Azure DevOps, and GitLab.
  • Run Kubernetes, Docker, and ECS/Fargate for availability and cost.
  • Implement Prometheus, Grafana, observability, and cloud security controls.
2022 — 2024

Cloud / DevOps Consultant

Accenture Singapore
  • Migrate complex legacy applications to Azure and AWS with resilient, cost-aware designs.
  • Build secure landing zones with Terraform and GitLab CI/CD to cyber standards.
  • Deliver cloud security and compliance projects with guardrails on Azure workloads.
2020 — 2022

Cloud / DevOps Engineer

Accenture India · Bangalore
  • Deploy IaaS on AWS and Azure using Terraform and GitLab CI/CD.
  • Execute application migrations and performance optimizations.
  • Investigate incidents and work remediations with compliance and security teams.
2016 — 2020

Technical Lead

Cognizant · Bangalore
  • Automate cloud management with vRealize Automation and Orchestrator across 1000+ VMs.
  • Integrate vRO with CouchDB and manage ESXi, HA, DRS, and migrations.
  • Run Agile delivery and Bitbucket workflows; training that lifted team skills.
07 / Contact

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