---
title: "Abhinav Pratap - DevOps Intern in Delhi | Tal"
description: "Meet Abhinav Pratap, DevOps Intern @ Katonic AI | Kubernetes & Docker | Cloud Infrastructure | AI Infra based in Delhi. AI stack includes cursor, github copilot, and ollama."
image: "https://tal.club/meet/abhinav-pratap/share-image"
---

# Abhinav Pratap on Tal

## Headline

DevOps Intern @ Katonic AI \| Kubernetes & Docker \| Cloud Infrastructure \| AI Infra

## About

I work on infrastructure and enjoy figuring out how to make systems run smoothly\. Recently, I’ve been exploring AI infrastructure, model deployments, and different ways to run AI workloads more efficiently\. I also share what I learn on my blog whenever I experiment with something interesting\. In the meantime, I enjoy traveling and cooking\.

## Location

Delhi

## AI stack

cursor

github copilot

ollama

openai

## Work experience

DevOps Intern at Katonic AI, Jul 2025 \- Present · 10 mos, Mumbai, Maharashtra, India, • Deployed and managed 10\+ applications on Kubernetes using Deployments, Services, and Istio Gateways/VirtualServices, while automating CI/CD with GitHub Actions for faster, consistent rollouts\. • Deployed and tested Harbor as a self\-hosted registry and mirrored organization images from Quay to support sovereign and air\-gapped deployment environments\. • Maintained and upgraded developer workspace environments \(RStudio, VS Code, Jupyter\) by managing Kubernetes workloads and container images, ensuring stable development environments for platform users\. • Resolved container runtime compatibility issues with Red Hat OpenShift under restricted SCC policies by modifying Dockerfiles to run as non\-root users and rebuilding selected images on Red Hat UBI as part of the platform’s OpenShift certification process\. • Optimized large Docker images by restructuring layers and dependencies, reducing image size by 35–50%, cutting reported vulnerabilities by∼90%, and improving build efficiency\.

Backend and DevOps Intern at Hooman Digital, Apr 2025 \- Jul 2025 · 4 mos, Kolkata, West Bengal, India, • Built reusable containerized LLM serving templates using Docker and shell scripts for deployment on Nosana \(a decentralized GPU platform similar to RunPod\)\. • Implemented dynamic model fetching from Hugging Face with runtime loading via vLLM and Ollama\. • Diagnosed and resolved GPU worker container failures by validating GPU compatibility and fixing runtime configurations\.

DevOps and Cloud Intern at PeerHub, Dec 2024 \- Apr 2025 · 5 mos, Noida, Uttar Pradesh, India, • Built and managed AWS infrastructure using Docker and GitHub Actions for automated builds and deployments\. • Designed VPC architecture with public/private subnets, route tables, and security groups to ensure secure service connectivity\. • Configured ALB and Auto Scaling Groups to distribute traffic and scale EC2 instances during traffic spikes\. • Implemented Amazon CloudWatch monitoring and alerting with custom metrics to track system performance\.

## Education

Bachelor of Technology \- BTech, Information Technology, kiet group of institutions

[View the original profile](https://tal.club/meet/abhinav-pratap)

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