Architecting
Intelligent
Infrastructure
as
a
Building resilient infrastructure with Kubernetes, AWS, and AI-assisted automation — where every deploy is zero-downtime and every alert is intelligent.
The AI-Augmented Approach
Redefining Cloud Operations through Intelligence.
DevOps Engineer with 2+ years of production experience in regulated fintech and banking environments. I specialize in delivering high-availability infrastructure where zero downtime isn't just a goal—it's a requirement.
As an AI-Augmented DevOps Engineer, I don't just use tools; I integrate intelligence. From building certificate expiry monitoring using AI-assisted Python scripting to leveraging LLMs for VAPT remediation and Terraform generation, I treat AI as a core component of the modern DevOps stack.
My journey spans from architecting Kubernetes clusters for major banking clients to hardening production environments and optimizing CI/CD pipelines. I own infrastructure end-to-end, from the first line of Terraform to the final incident response.
Beyond infrastructure, I bring a security-first mindset — having authored full PCI-DSS compliance documentation covering IAM, OS hardening, database security, and infrastructure controls. I also build developer tools: a Dockerfile generator powered by local LLMs, shell automation scripts written with AI assistance, and prompt engineering techniques (zero-shot, chain-of-thought) applied directly to DevOps problem-solving.
Education
B.Tech in CSE
Kalinga Institute of Industrial Technology (KIIT) | CGPA: 8.97
Technical Arsenal
Mastering the modern DevOps stack with a focus on scale and security.
Container & Orchestration
Cloud & IaC
Monitoring & Ops
Security & Networking
CI/CD & Registry
Scripting & OS
Databases
AI & Intelligence
Featured Deployments
Production-grade solutions designed for performance and reliability.
Artifactory Automation
Streamlined binary management with AI-assisted configuration scripting across 10+ fintech microservices, resulting in a 40% reduction in build times.
View RepositoryK8s Certs Monitoring
Built an agentless monitoring system using AI-optimized Python and Paramiko SSH to automate cluster-wide certificate checks and Google Chat alerting.
View RepositoryAWS Bedrock Summarizer
Direct implementation of Cloud-native AI using AWS Bedrock to process and summarize complex data, showcasing LLM integration in cloud workflows.
View RepositoryBlue-Green Deployment
Implemented advanced zero-downtime deployment strategies on Kubernetes using Blue-Green and Rolling update patterns for high-availability apps.
View RepositoryAWS Three-Tier Architecture
Architected a production-ready three-tier AWS environment including VPC, NAT gateways, Auto Scaling groups, and NGINX load balancing.
View RepositoryCorporate CI/CD Pipeline
Full enterprise-grade pipeline for boardgame microservices using Jenkins, Docker, and AWS, focusing on security and reproducibility.
View RepositoryTerraform Multi-Env State Lock
Engineered a robust multi-environment Terraform setup with remote state locking using S3 and DynamoDB, preventing race conditions across teams and ensuring infrastructure consistency.
View RepositoryAnsible Compliance Automation
Built an automated compliance enforcement pipeline using Ansible playbooks to audit and remediate Linux server configurations against CIS benchmarks across production fleets.
View RepositoryPCI-DSS Compliance Framework
Authored a comprehensive PCI-DSS compliance checklist covering IAM controls, OS hardening (CIS Benchmarks, AppArmor, PAM), database security, and infrastructure controls. Implemented OpenSCAP scanning, LUKS encryption, TLS 1.2+ enforcement, and automated account lockout policies across production banking environments.
📄 Internal Production DocumentationDockerfile Generator (Local LLM)
Built a Dockerfile generator powered by locally-running LLMs — takes application type and requirements as input and outputs production-ready, hardened Dockerfiles. Demonstrates practical AI tool-building applied directly to DevOps workflows.
🔒 Private ProjectWork Journey
Building and scaling infrastructure for the fintech sector.
DevOps Engineer
Dec 2024 – Present- Architected and deployed production-grade Kubernetes clusters (Vanilla K8s, K3s) for 5 banking clients on RHEL — managed full lifecycle including upgrades, certificate renewal, and resource optimization.
- Led infrastructure migration from Ubuntu to RHEL (Oracle Linux) across all banking client environments — ensuring compatibility, security hardening, and zero production downtime during cutover.
- Built complete observability stack: Prometheus, Grafana, Loki, Alertmanager, Node Exporter, Blackbox Exporter — configured dashboards and alert rules for transaction-critical services.
- Implemented JFrog Artifactory across 10+ fintech microservices — achieved 40% CI build time reduction with fully air-gapped, immutable versioning (dev → staging → prod).
- Conducted VAPT remediation of 30+ critical CVEs across Oracle Linux — reduced attack surface by 75% using targeted hardening scripts generated with LLM assistance.
- Built hardened OpenJDK 17 Docker images using jlink minimal JREs + non-root execution — 70% vulnerability reduction, 75% image size reduction — deployed to Harbor.
- Developed agentless K8s certificate expiry monitoring using Python + Paramiko SSH — Jenkins-scheduled daily execution with Google Chat alerting.
- Led 5 zero-downtime live bank production deployments — coordinated DB backups, secret rotation, image versioning, smoke testing, and rollback strategies.
- Analyzed 6-node K8s cluster memory pressure (82%) using Prometheus — implemented resource limits and OOM alerts.
- Authored PCI-DSS compliance documentation: CIS Benchmarks, AppArmor, PAM lockout, LUKS encryption, TLS enforcement, and OpenSCAP scanning.
- Owned production incident response for 5 banking clients — average resolution under 2 hours.
DevOps Trainee
Feb 2024 – Jul 2024- Built three-tier AWS architecture: VPC, public/private subnets, NAT gateway, autoscaling groups, NGINX load balancing — reduced simulated deployment time by 25%.
- Implemented blue-green and rolling deployment strategies on Kubernetes for zero-downtime release management.
- Built serverless application on AWS Lambda with automated CI/CD pipeline via Jenkins.
- Wrote shell scripts using AI assistance to automate repetitive infrastructure tasks — early foundation of AI-augmented DevOps workflow.
Certs & Milestones
Validated expertise and academic contributions.
AWS Certified Solutions Architect
Associate Level
AWS Cloud Technical Essentials
Coursera · Amazon Web Services
"The Role of Computer Vision in Smart Agriculture"
Co-authored a peer-reviewed book chapter published in The Future of Smart Agriculture by Nova Science Publishers. The chapter explores how computer vision technologies—including crop monitoring, weed detection, precision irrigation, and yield estimation—are revolutionizing modern farming. It demonstrates how AI-driven image analysis enables farmers to make data-driven decisions, reduce resource waste, and significantly improve crop yields and sustainability.
COMPEX Scholarship
Embassy of India Awardee
Best Speaker Award
Nobel Model United Nations (NMUN)
CKA — Certified Kubernetes Administrator
⏳ In Progress · Target: June 2026Let's Connect
Open to remote opportunities worldwide. Let's build something that never goes down.
Let's Build Future-Proof Infrastructure.
I am currently open to remote opportunities worldwide. Whether you're looking for Kubernetes expertise, AWS migration, or AI-driven automation—let's connect.