🚀 DevOps × Generative AI

Hi👋🏻...I’m kaustubh
building resilient cloud systems and AI products that ship.

DevOps engineer with a knack for GenAI. I automate deployments, craft scalable cloud architectures, and build practical AI features like RAG chatbots, smart product navigation, and risk scoring tools. Currently exploring Google Cloud Architect patterns and AI-first UX on the web.

My Resume Projects

Skills & Expertise Summary

DevOps & Cloud

Core expertise in resilient cloud infrastructure, automation, and observability for mission-critical systems.

GCP (GCA track) Kubernetes Terraform Linux/AIX Grafana/ELK

Generative AI

Designing and deploying intelligent RAG, tool-use agents, and structured LLM outputs in production environments.

Agentic RAG LangGraph Gemini Flash Vector DB Guardrails

Software & UX

Hands-on experience with Python-based backends and front-end development, focusing on performance and accessibility.

Python/Java Flask/FastAPI Carbon Design Performance Accessibility

Tech Stack & Ecosystem

Infrastructure as Code (IaC)

Terraform Ansible Helm Packer

CI/CD & Orchestration

Jenkins GitLab CI Argo CD Artifactory Docker

Databases & Data Stores

Oracle Exadata PostgreSQL Redis Pinecone (Vector)

Observability & Monitoring

Grafana Prometheus Splunk ELK Stack

Certifications & Awards

Google Cloud Architect

Professional Cloud Architect Certification (2025)

View Credential

Tech Excellence Award

Quarterly Internal Award for CI/CD Pipeline Automation (2023)

Details

Certified Kubernetes Admin

Certified Kubernetes Administrator (CKA) by CNCF (2022)

View Credential

Education

2016 - 2019

Bachelor's Degree In Computer Engineering

Pune Institute of Computer Technology

Focus on cloud computing, DevOps practices, and software engineering fundamentals.

2013 - 2016

Diploma In Computer Engineering

Government Polytechnic, Yavatmal

Focus on cloud computing, DevOps practices, and software engineering fundamentals.

Featured Projects

Automated Blue-Green Deployment for Finance App

A zero-downtime deployment strategy using Kubernetes.

Tech Stack: Terraform ArgoCD AWS Docker

Key Metrics: Deployment time reduced by 90%

View Architecture GitHub Repo

Multi-Cloud K8s GitOps Pipeline

A fully automated GitOps workflow using ArgoCD to manage application deployments across EKS, GKE, and AKS clusters.

Tech Stack: Kubernetes ArgoCD Helm Terraform

Key Metrics: Deployment time reduced by 90%

View Architecture GitHub Repo

Multi-Cloud Observability Stack

Centralized logging and metrics across AWS and GCP environments.

Tech Stack: Prometheus Grafana ELK Python

Key Metrics: Alert response time improved by 65%

View Architecture GitHub Repo

Automated Security & Compliance

Integrated static analysis (SAST) and container vulnerability scanning directly into the GitLab CI pipeline .

Tech Stack: Gitlab CI Security SAST Docker

Key Metrics: Alert response time improved by 65%

View Architecture GitHub Repo

Automated Patching Pipeline with Ansible

Ensuring fleet security and compliance with zero human touch.

Tech Stack: Ansible Jenkins GCP Bash

Key Metrics: Vulnerability window decreased to 4 hours

View Architecture GitHub Repo

Infrastructure as Code Modules

Reusable Terraform modules for provisioning common AWS/GCP resources, published to a private module registry.

Tech Stack: Terraform AWS GCP CICD

Key Metrics: Vulnerability window decreased to 4 hours

View Architecture GitHub Repo

Experience

DevOps Engineer · Fintech 2019 - Present

Migrated Exadata X5 → X10 with minimal downtime for a critical finance application.
Automated AIX server fleet (7+ nodes) for JVM/IHS operations, cutting manual toil by 80%.
Designed CI/CD pipelines, IaC, and observability with SLOs and incident playbooks.

Senior Analyst · Fintech 2024 - Present

Multi-Cloud K8s GitOps Pipeline
A fully automated GitOps workflow using ArgoCD to manage application deployments across EKS, GKE, and AKS clusters.
Kubernetes ArgoCD Helm Terraform

Software Engineer · Ed-tech 2019 - 2020

Infrastructure as Code Modules
Reusable Terraform modules for provisioning common AWS/GCP resources, published to a private module registry.
Terraform AWS GCP CI/CD