Mahesh Pabba
Open to opportunities
AI & Cloud Architect

Hi, I'm Mahesh Pabba

Seasoned IT Infrastructure Leader with 22+ years of experience in data center computing, enterprise architecture, and technical solutions delivery. Specialized in designing and implementing high-performance AI training & inference infrastructure for enterprise customers.

Python Kubernetes AWS Azure GenAI Cisco UCS

About Me

Expert in architecting scalable AI factories on Cisco UCS platforms with NVIDIA GPUs, OpenShift/Kubernetes clusters, high-speed RDMA networking, and hybrid cloud architectures.

Proven track record in infrastructure automation using Python, Ansible, and Terraform, along with the development of GenAI solutions including LangChain agents and fine-tuned Llama2 models.

Recognized for bridging deep technical expertise with customer-focused delivery — helping organizations accelerate their AI journey through optimized compute, storage, and networking solutions.

Quick Info

What I Do

End-to-end solutions across AI infrastructure, cloud platforms, SAP, and enterprise automation.

AI Infrastructure

Design and deploy high-performance AI training & inference clusters with NVIDIA GPUs, OpenShift, and RDMA networking on Cisco UCS platforms.

Hybrid Cloud

Architect and deliver hybrid cloud solutions across AWS, Azure, and GCP including Azure Stack, Express Routes, BGP, and VPN Gateways.

GenAI & Automation

Develop LangChain agents, Webex bots, and fine-tuned Llama2 models for autonomous Day-2 operations and domain-specific AI use cases.

Kubernetes & OpenShift

Build and maintain K8s/OpenShift clusters across cloud and on-prem using Kubespray, NVIDIA GPU Operator, and custom automation modules.

Infrastructure Automation

Automate compute provisioning with Terraform, Ansible, and Python — UCS, Fabric Interconnects, and OpenShift clusters at scale.

SAP & Enterprise

End-to-end SAP HANA TDI design, sizing, HA/DR implementations, OS/DB migration, and S/4HANA on Cisco UCS and cloud platforms.

Technical Skills

Cloud
AWS Microsoft Azure Google Cloud Azure Stack
Orchestration
Kubernetes OpenShift Docker Swarm Docker Compose
Automation
Python Ansible Terraform Bash / PowerShell
AI / GenAI
LangChain Llama2 Fine-tuning NVIDIA GPU Operator RDMA / RoCE
SAP
SAP HANA S/4HANA SAP ECC SAP Basis SAP BO GRC
Databases
Oracle SAP HANA MySQL MSSQL MongoDB
Networking
BGP NSO Cisco UCS Fabric Interconnects
Storage
EMC NetApp PURE VAST

Certifications

Certified AWS Cloud Architect
Certified Kubernetes Administrator (CKA)
Docker Certified Associate
Azure Specialty — SAP Workloads
Cisco Certified DEVNET Associate
Certified SAP HANA Installation Expert
Certified SAP OS/DB Migration Expert
MBA — Business Administration
B.Sc. Computer Science

Latest Blog Posts

AI Clusters

Coming Soon: AI Clusters on Cisco UCS

Deep dive into designing high-performance AI training clusters with NVIDIA GPUs and OpenShift.

LangChain

Coming Soon: Building LangChain Agents

How I built a Webex bot and Python LangChain agents for autonomous Day-2 infrastructure operations.

Hybrid Cloud

Coming Soon: SAP on Azure — The Real Picture

Lessons learned from deploying SAP HANA HA/DR on Azure with ARM templates and Express Routes.