Headline

Cloud & Automation Engineer | Kubernetes · CI/CD · Python | Transitioning into AI DevOps & LLMOps | 5 Years in Production Telecom Systems

About

Software Engineer with 5+ years of experience in production-grade telecom environments, with strong hands-on skills in Kubernetes, Linux, Python automation, and cloud monitoring. My work has largely been in high-availability telecom systems — managing deployments, migrations, REST integrations, and incident resolution at scale. This has given me a solid operational mindset: I understand what it takes to keep complex systems running reliably in production. I'm now intentionally moving towards AI DevOps and LLMOps — learning how ML models and GenAI applications are deployed, monitored, and maintained in the cloud. I'm building on my existing Kubernetes, CI/CD, and Python foundation to bridge into this space. What I bring today: Kubernetes-based deployments & container management in production Python & Shell scripting for automation workflows Monitoring & observability with Prometheus and Grafana CI/CD concepts and API integrations Azure fundamentals (certified) and GCP exposure Where I'm heading: MLOps & LLMOps pipeline engineering Cloud-native AI infrastructure (GCP Vertex AI, Azure ML) Infrastructure-as-Code and GitOps practices Open to AI DevOps, MLOps, or Cloud Platform Engineering roles where I can contribute my production ops experience while growing into the AI infrastructure space.

Location

New Delhi

Work experience

Senior Software Engineer at Infinite Computer Solutions, Sep 2024 - Present · 1 yr 11 mos, Remote, Supported Kubernetes-based telecom applications in production, handling deployments and configuration management per MOP procedures Developed automation scripts (Python/pseudo-code) for subscriber migration workflows, reducing manual steps in the process Performed API testing and validation using JMeter and REST tools as part of release cycles Conducted log analysis and packet capture (Wireshark) to assist in production troubleshooting Collaborated with cross-functional teams on release validation and UAT support

Software Engineer at Tech Mahindra, Nov 2022 - Feb 2025 · 2 yrs 4 mos, Remote, • Handled full-cycle NCC-to-NCC subscriber migrations including northbound REST API integrations Worked with real-time messaging systems (Kafka, SMSC) for telecom service delivery Applied Kubernetes and Prometheus/Grafana for basic monitoring and alerting in cloud-native environments Managed tariff configurations, diameter protocols (Gx, Gy), CDR/EDR analysis, and incident resolution Conducted end-to-end testing (functional, regression, UAT) for prepaid/postpaid online charging systems Supported deployment and configuration of NCC/OCS platforms in Linux environments Assisted with automation scripting and system integration tasks under senior engineer guidance

Associate Software Engineer at Tech Mahindra, Aug 2021 - Nov 2022 · 1 yr 4 mos, Noida, Uttar Pradesh, India

Software Engineer Intern at Unthinkable Solutions, Jan 2020 - Sep 2020 · 9 mos, Gurgaon, Haryana, India

Education

Master of Computer Applications - MCA, Computer Engineering, J.C. Bose University of Science and Technology, YMCA

Bachelor's degree, Computer Science, Maharshi Dayanand University