2025 B.Tech CSE graduate (CGPA 9.43) — Red Hat Certified (RHCSA + RHCE), currently deepening skills in Linux infrastructure, DevOps automation, cloud deployments, and AI-assisted infrastructure tooling.

I learn by building: homelab VMs, provisioning scripts, REST API backends, open-source patches, and now RAG pipelines and LLM-agent experiments. My GitHub documents that journey — not every day, but every meaningful step.

Users and groups · Permissions · SSH · SELinux · firewalld · UFW · LVM · NFS · cron · systemd · Package management · Service management · Log diagnostics

Ansible playbooks · Inventories · Roles · Variables · Handlers · Vault · YAML · Bash automation · Validation scripts · Reboot and service checks

Basic virtual-machine deployment · Identity and access concepts · Security groups · Storage · Environment configuration · Database connectivity

Reproducible Ubuntu Server VM baseline for practicing real-world Linux provisioning, validation, and rollback.

Covers idempotent Bash provisioning, Nginx + systemd service setup, UFW firewall rules, a Python health-check endpoint, PASS/FAIL/WARN validation output, reboot-survival testing, and full hardening documentation.

Bash · Nginx · systemd · UFW · Python · Ubuntu 24.04 · VMware

Full appointment workflow API: JWT authentication, student/professor role separation, availability slot management, booking and cancellation, Mongoose models, Postman testing, and AWS EC2 + Amazon DocumentDB deployment.

Node.js · Express · MongoDB · JWT · Postman · AWS EC2 · DocumentDB

unsloth-zoo — GGUF Shard Validation Fix

Contributed a fix that detects missing shard files, incorrect shard counts, and invalid shard sequences earlier in the GGUF export workflow — preventing silent corruption during LLM fine-tuning and quantization pipelines.

coral — Ansible Facts Source

Added JSONL validation fixtures, normalization and validation logic, example queries, and security notes for queryable Ansible facts tables.

Red Hat Certified System Administrator — RHCSA (EX200) Users · Permissions · SSH · SELinux · firewalld · LVM · NFS · cron · systemd · Storage · Troubleshooting

Red Hat Certified Engineer — RHCE (EX294) Ansible playbooks · Inventories · Roles · Handlers · Variables · Vault · Repeatable RHEL automation workflows

• RAG pipelines — retrieval quality, embedding strategies, LLM grounding
• AI agents — agentic task planning applied to infrastructure operations
• Fine-tuning concepts — LoRA, QLoRA, GGUF export, quantization

My graph reflects focused project bursts — trying to constantly build upon it. I contribute when I am actively building something: a provisioning lab, an API, an open-source fix, or an AI experiment. 221 contributions in the past year across infra projects, hackathons, and targeted OSS patches.

Linux System Administrator · Technical Support Engineer · DevOps Support · Cloud Support Associate · Infrastructure Engineer · Junior System Engineer

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