~ initializing agentic devops

Aafaq Rana

Senior DevOps / SRE  ·  AI & Agentic DevOps Engineer

I build autonomous AI agents for infrastructure — predictive failure detection, self-healing observability, and RAG-powered platform knowledge — across AWS, Azure, GCP & OCI.

6+
Years experience
4
Cloud platforms
10+
Agents & platforms shipped
3
AWS / Azure certs
scroll
// about

Engineering the autonomous infrastructure layer

I'm a Senior DevOps / Site Reliability & AI Engineer with 6+ years building and operating large-scale cloud platforms across AWS, Azure, GCP, and OCI.

My focus is Agentic DevOps — engineering autonomous AI agents for infrastructure operations, predictive failure detection, and intelligent observability using MCP servers, LangChain, and LangGraph. I design RAG pipelines, run LLM evaluation (RLHF, pass@k), and build embedding-based knowledge systems on top of a deep foundation in Kubernetes, DevSecOps, and Infrastructure-as-Code.

I ship production code in Python, Go, and TypeScript, and I care about systems that heal themselves before anyone gets paged.

focus
Agentic DevOps & AI EngineeringAutonomous agents · predictive ops · self-healing
core stack
Kubernetes · Terraform · LangGraphMCP · RAG · Vector DBs · GitOps
based in
Pakistan · Remote-friendlyOpen to global remote roles
// core competencies

Tools & technologies

An AI-engineering skill set layered on top of production-grade cloud & platform engineering.

// experience

Where I've built

// selected work

Key projects

Platforms and automation spanning agentic operations, security, observability, and MLOps.

// credentials

Certifications & education

B.Sc. Computer Science

2017 – 2021
School of Electrical Engineering & Computer Sciences (SEECS) — NUST

F.Sc. Pre-Engineering

2016 – 2017
Forman Christian College (FCCU)
// let's build

Let's engineer something autonomous

Open to senior DevOps, SRE, Platform, and AI-engineering roles. Have an agentic infrastructure problem worth solving? Let's talk.