AVAILABLE FOR AI / CLOUD / DEVOPS ROLES

BUILDING RELIABLE INFRASTRUCTURE
FOR THE AI ERA

Cloud Infrastructure • DevOps • SRE • AI
// PRODUCTION TOOLCHAIN

ENGINEERING STACK

☁️
AWS Amazon Web Services
⚓
Kubernetes EKS & Cloud Native
🔷
Azure Enterprise Cloud
⚙️
Terraform Infrastructure as Code
🖥️
VMware Virtualization & Hybrid
🤖
AI / LLMOps LangGraph, RAG & Agents

WHAT I BUILD

Architecting resilient cloud platforms, automated delivery pipelines, and production-ready AI infrastructure.

☁️
01

Cloud Infrastructure

Multi-region AWS & Azure architectures built for 99.99% availability. Isolated VPC topologies, IAM least-privilege, and secure hybrid cloud connectivity.

AWS Azure VPC Transit Gateway FinOps
🤖
02

AI Infrastructure

Production LLMOps pipelines, multi-agent autonomous orchestrations using LangGraph, high-performance vector search (Weaviate, pgvector), and low-latency GPU inference.

LangGraph Weaviate pgvector vLLM LLMOps
🚀
03

DevOps & Platform

Zero-touch CI/CD pipelines, GitOps with ArgoCD, container security scanning, and production Kubernetes clusters (EKS/AKS) with Helm charts and auto-scaling.

GitHub Actions ArgoCD Kubernetes Helm Docker
📊
04

SRE & Observability

SLOs, error budget calculations, real-time metrics dashboards, distributed tracing, automated incident runbooks, and chaos engineering for production resilience.

Prometheus Grafana OpenTelemetry SLO/SLA Chaos

FEATURED PROJECTS

Production-grade AI platforms, LLMOps pipelines, and cloud-native infrastructure built for enterprise scale.

🧠

Enterprise RAG Platform

Production-grade RAG pipeline with hybrid semantic + BM25 search over 5M+ documents, Weaviate vector database, and Neo4j GraphRAG — achieving 3× reduction in hallucination rates.

View Architecture
LangChainWeaviateOpenSearchNeo4jTerraform
🏗️

Cloud Landing Zone & IaC Platform

Reusable Terraform module library for multi-cloud Landing Zone provisioning — one-click environment bootstrap in under 30 minutes with GitOps pipelines and SOC2 compliance built-in.

View Architecture
TerraformPulumiAnsibleAzureAWS

PROFESSIONAL EXPERIENCE

6+ years engineering enterprise cloud infrastructure, high-availability platforms, and AI systems.

Infrastructure & AI Platform Engineer

🏢 ACCENTURE · Bangalore, India · Full-time

Apr 2022 – Present
  • Architected and managed multi-region AWS and Azure cloud platforms serving mission-critical client workloads with 99.99% availability.
  • Deployed enterprise LLMOps infrastructure with LangGraph multi-agent systems, Weaviate vector databases, and vLLM GPU inference clusters.
  • Engineered automated CI/CD and GitOps delivery pipelines using ArgoCD and GitHub Actions, reducing deployment cycle times by 65%.
  • Implemented full-stack observability with Prometheus, Grafana, and OpenTelemetry, maintaining proactive alerting and automated self-healing runbooks.
AWS Azure Kubernetes (EKS) Terraform LangGraph ArgoCD Prometheus LLMOps

Cloud & DevOps Engineer

🏢 TRIGENT SOFTWARE · Bangalore, India · Full-time

Nov 2019 – Mar 2022
  • Designed and provisioned resilient AWS cloud foundations using Terraform modules for VPC networking, EC2 auto-scaling, and RDS databases.
  • Standardized microservice delivery pipelines using Jenkins Shared Libraries, Docker containerization, and SonarQube quality gates.
  • Automated system provisioning and patch management across Linux and Windows Server environments using Ansible playbooks.
AWS Docker Jenkins Terraform Ansible Linux Python

LET'S BUILD SOMETHING RELIABLE.

Open to Cloud Infrastructure, DevOps, SRE, and AI Platform Engineering roles or technical discussions.

session: tcp-dial ~ Bangalore, IN
$ connect --with-pradeep --protocol=https --security=mtls
> Connection established with Pradeep Talari [Cloud & AI Infrastructure Engineer] > Channels active: Direct Email, GitHub, LinkedIn & Webhook form below.
DISPATCH TRANSMISSION Direct encrypted message payload