Infra Transformation Manager · Accenture
Selva Kumar
Arumugapandian
I architect AI-driven platforms where intelligent pipelines meet production-grade infrastructure.
15+ years at the intersection of Data Engineering, Generative AI, and DevOps. I design agentic AI systems that don't just assist but act, reason, and automate end-to-end processes — backed by deep Azure, Kubernetes, and Python expertise. Practitioner first: I design the architecture, write the code, and stay close to production.
What gets me up in the morning is building things that create real impact — scalable data platforms, intelligent automation, resilient cloud systems. Not just technically sound, but genuinely useful to the people and organizations that depend on them.
What I learn, I share openly with teammates and peers — because better engineers around me means better outcomes for everyone.
Career timeline
Fifteen years across Data Engineering, DevOps, Cloud Architecture, and AI — from writing code to leading cross-geography teams.
- Lead Gen AI / Agentic AI solutions on Azure OpenAI for enterprise clients.
- Architected Apache Airflow orchestration on Azure (Bicep, Helm, ADO, Pester) across Kubernetes.
- Azure cost optimization delivering ~1.2M GBP/year savings without performance loss.
- Automation for Azure infra provisioning across multiple environments.
- Internal audit for access & vulnerability management across Azure, ADO, and Databricks.
- PowerShell metrics framework for Azure resource telemetry.
- Scalable DevOps platform reducing manual effort by ~60%.
- Azure Bicep provisioning cutting deployment time by ~75%.
- Python multi-DB migration tooling (Oracle, EDB, SQL Server) — ~70% less manual effort.
- Anchored Jenkins build & deployment for Finacle CORE.
- Trained 600+ developers on DevOps adoption.
- Coverity & SonarQube security/quality gates for Finacle CORE.
- Build & Deployment Dashboard with MySQL, PrestoDB, and Metabase.
- Python & Bash automation for Finacle build, install, and deployment.
- Modularized Deposits from Finacle CORE UBS.
Selected articles
Technical notes on orchestration, Azure, and practical tooling.
Apache Airflow in Azure Kubernetes Services
Production-grade Airflow on AKS with IaC, Helm, validation, and KEDA autoscaling.
Read on Mediumduf — A beautiful Linux alternative for df & du
A practical look at duf for clearer disk usage reporting, including JSON output for tooling.
Read on MediumDevOps with Azure — Learning Path
A structured path across Git, containers, Kubernetes, Azure certifications, and IaC.
Read on MediumCommand-Line Subcommands with Python's argparse
Building clean, subcommand-driven CLIs using Python's built-in argparse module.
Read on MediumCertifications & recognition
Credentials and awards from building platforms, mentoring teams, and delivering client value.