Open to opportunities

Nukalapati Sandip Reddy

@nukalapatisandipredd

Senior DevOps & GenAI Engineer with 13 years’ experience building cloud-native automation and AI-driven incident/secure platforms.

India

Message

What I'm looking for

I’m looking for a role where I can build and scale AI-driven DevOps platforms—RAG copilots, automated incident response, and secure CI/CD—on AWS/Azure/GCP, improving reliability, speed, and cost efficiency in a cloud-native team.

I’m a Senior DevOps & GenAI Engineer with 13 years of IT experience—10.5 years in DevOps and 3 years in Generative AI. I build AI-driven, cloud-native platforms that improve operational efficiency and reliability, from production-ready RAG systems to intelligent security and incident workflows.

I architected a production RAG system using LangChain, OpenAI GPT-4, and Pinecone (1536-dim embeddings), and built a security assistant using GPT-4 Turbo with FAISS to store and retrieve 15,000 pages of compliance docs (HIPAA, SOC2, PCI-DSS, NIST, CIS). I also developed an AI incident engine that cut MTTR by 45% and an AI vulnerability engine with 95% accuracy, then scaled automation by generating Terraform/Ansible/Kubernetes code with human-in-the-loop control.

Experience

Work history, roles, and key accomplishments

Current

Enterprise GenAI DevOps Copilot Platform

Current

Quadratic Software Systems Private Limited

Jul 2024 - Present (2 years)

Built an enterprise GenAI DevOps Copilot using LangChain, GPT-4, AWS Bedrock, and Pinecone for context-aware responses. Implemented AI-driven incident summarization and runbook automation using Kubernetes, CloudWatch, Jenkins, and GitLab.

Lang Chain GPT 4 Pinecone Kubernetes Cloudwatch Jenkins Terraform Ansible AWS Lambda EKS Python

Current

Senior DevOps & GenAI Engineer

Current

Quadratic Software Systems Private Limited

Feb 2013 - Present (13 years 5 months)

Senior DevOps & GenAI engineer with 13 years of IT experience, including cloud infrastructure, DevOps automation, and generative AI/RAG systems. Architected production RAG and AI-driven incident/vulnerability automation to improve operational efficiency and reliability.

AWS Azure GCP Kubernetes Docker Jenkins Linux Windows Terraform Ansible Python RAG AI Agents Pinecone Faiss ELK Cloudwatch SonarQube Git GitHub

Intelligent Security & Compliance

Quadratic Software Systems Private Limited

Jul 2023 - Jun 2024 (11 months)

Automated server configuration and patching with Ansible and built a GenAI security assistant using GPT-4 Turbo and FAISS to support retrieval over compliance documentation. Integrated multiple security scanning tools and developed an AI vulnerability engine to prioritize and automate remediation.

Ansible GPT 4 Faiss Security Automation Vulnerability Management AWS Serverless Architecture Event Driven Architecture Python

AI Engineering & GenAI Nike

Quadratic Software Systems Private Limited

Feb 2015 - Jun 2023 (8 years 4 months)

Streamlined CI/CD pipelines using Maven and Python to reduce build and deployment times. Supported scalable cloud-native operations with Kubernetes adoption and Terraform-based infrastructure stability, alongside code quality improvements via SonarQube.

Maven Python CI CD Kubernetes ALB Terraform SonarQube GitHub Actions

Anthropic Claude Vector DB Project

Quadratic Software Systems Private Limited

Feb 2013 - Jan 2015 (1 year 11 months)

Automated Git workflows and deployment consistency and enhanced Ansible playbooks to reduce manual server configuration effort. Built and maintained CI/CD pipelines with GitHub Actions, Maven, JFrog, and Ansible, including Kubernetes blue/green deployments and container workflow automation.