Full-Stack · DevOps · LLM

Muhammad Hammad Sani

I build the product and the pipeline — React frontends, robust backends, Kubernetes clusters, and LLM-powered features, shipped through automated CI/CD. End-to-end, from commit to production.

Kubernetes Argo CD Jenkins React Node.js LangChain LLM / Mistral

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hammad.config.ts

1// Muhammad Hammad Sani

3const engineer = {

4 focus: ["Full-Stack", "DevOps", "LLM"],

5 frontend: ["React", "JS", "HTML/CSS"],

6 backend: ["Node", "Express", "React", "Django"],

7 infra: ["K8s", "Helm", "Argo CD"],

8 cloud: ["AWS", "OCI", "Linode"],

9 ai: { llm: "Mistral", framework: "LangChain" },

10 degree: "BS Computer Science",

11 currently: "GoSaaS Labs",

12 philosophy: "ship it. automate it. own it."

13};

01 // stack

Technologies

🖥️

Frontend

React JavaScript HTML CSS Tailwind

⚙️

Backend

Node.js Express.js Mongoose ORMs SQL Python Django DRF

🤖

AI / LLM

LangChain Mistral Fine-tuning Prompt Eng. NLP

☁️

Cloud & Infra

AWS OCI Linode EC2 / ECR RDS Cloudwatch EKS S3

⎈

Containers & GitOps

Kubernetes Docker Helm Argo CD Jenkins GitHub Actions

🗄️

Data & Observability

MySQL MongoDB Elasticsearch Prometheus Grafana Bash

02 // projects

Selected Work

DevOps · Infrastructure

Full Infrastructure Deployment from Scratch

Designed and wired a complete production-grade infrastructure from zero — network architecture, VPN & site-to-site connectivity with on-prem systems, Kubernetes provisioning, Jenkins CI/CD, and GitOps workflows via Argo CD. Every layer built and owned end-to-end.

VPN setup and site-to-site connectivity with on-premises environments

Provisioned and configured multi-node Kubernetes clusters from scratch

Jenkins pipelines pulling from AWS repos, building Docker images, pushing to ECR

Argo CD continuously monitors repositories and auto-syncs cluster state

Kubernetes Argo CD Jenkins Docker AWS ECR VPN / Networking

AI · Full-Stack · LLM

Legal Document Analyzer

Full-stack web app powered by a fine-tuned Mistral LLM. Classifies legal documents, extracts clauses, and delivers clause-wise summarization through a clean interface. Practical LLM integration using LangChain — from model fine-tuning to working product.

Mistral LLM LangChain Fine-tuning NLP Django

DevOps · Observability

Automated K8s Monitoring Stack

Centralized observability platform deployed across 5 Kubernetes clusters on AWS, OCI, and Linode — Helm, Argo CD, Prometheus, Grafana, and Blackbox Exporter unified into one system.

Helm Prometheus Grafana Argo CD Multi-cloud

Full-Stack · Web App

Quiz Hosting Platform

Full-stack quiz platform — bulk attempter upload, email notifications, auto-grading, announcements, and threaded discussions. Designed the ERD, built the data models, and deployed on AWS.

AWS MySQL REST API Django

DevOps · CI/CD

GitOps CI/CD on Linode Kubernetes Engine

Jenkins pipeline deploying containerized apps to LKE — automated Docker builds, ECR pushes, manifest updates, and Argo CD sync. Zero manual steps from merge to deploy.

Jenkins LKE AWS ECR Argo CD GitOps

03 // experience

Where I've Worked

DevOps Engineer

Automated Kubernetes cluster monitoring using Helm charts and Argo CD across production environments

Implemented end-to-end CI/CD pipelines to build, push, and deploy containerized applications

Designed secure deployment infrastructure with site-to-site VPN, Jenkins, Argo CD, and K8s provisioning

Developed automation scripts for access management, resource cleanup, and cloud cost optimization

Software Engineering Intern

Built production web applications under senior engineer mentorship at a top-tier software firm

Maintained PEP-8 compliant, production-quality code with daily code reviews

Technical Intern

Wrote YAML configurations to automate testing of user-submitted code solutions on a coding education platform

Muhammad Hammad Sani

Technologies

Selected Work

Where I've Worked

Community

Background

Let's build
something worth shipping.

Muhammad Hammad Sani

Technologies

Selected Work

Where I've Worked

Community

Background

Let's buildsomething worth shipping.

Let's build
something worth shipping.