// about.md

rustam@ai ~/whoami
name:Muhammad Rustam
role:ML & Agentic AI Engineer
location:Karachi, Sindh, Pakistan
education:MLIS — AIOU | AIC — PIAIC
focus:Agentic AI · ML · LLMs · CV
status:open to new roles 🟢
$_

I design AI systems that replace human workflows.

I am a passionate AI/ML engineer based in Karachi, Pakistan, currently building production ML and Agentic AI systems at AI by Tec.

My work spans machine learning models, agentic AI pipelines, and intelligent chatbot development — always with an eye on real-world deployment and impact.

With a constant hunger for knowledge, I stay at the cutting edge — from foundation models to n8n workflow automation and beyond.

// skills.json

AI Toolkit

AI & Machine Learning

Machine LearningDeep LearningArtificial IntelligenceTensorFlowComputer VisionAWS SageMaker

Agentic AI & LLMs

Agentic AI & RoboticsGenerative AILarge Language ModelsPrompt EngineeringChatbot Development

Data Science

PythonPandasNumPyData ScienceData Analysis

Cloud & DevOps

AWS SageMakerDockerGitGitHubOracle Database

Workflow Automation

n8nWorkflow ManagementWorkflow Applications

Other Skills

WordPressHTMLSEOEnglishUrduChinese (HSK 2)

// certifications.log

Certifications & Education

7+ credentials earned
☁️

AWS Machine Learning Scholarship

Udacity·Jun – Oct 2021

Completed AWS SageMaker end-to-end ML pipeline training, deployment, and cloud ML best practices.

🎓
Grade A

AIC — Artificial Intelligence & Computing

PIAIC·2020 – 2021

Grade A. Covered AI fundamentals, deep learning, and applied computing with hands-on projects.

🤖

4-Year AI/ML Intensive Program

PIAIC·Feb 2020 – Mar 2024

Full-stack AI education: Machine Learning, NLP, LLMs, Generative AI, and production deployment.

⚙️
Certified

n8n Level 1 Certified

n8n·2024

Certified workflow automation expert. Building production AI-powered automation pipelines with n8n.

📚

MLIS — Library & Information Science

AIOU·2019

Masters degree in Library & Information Science from Allama Iqbal Open University.