Muhammad Umair Ashraf

I’m a Cloud & Data Engineer specializing in building scalable ETL/ELL pipelines, real‑time streaming architectures, and cloud‑native analytics solutions. Leveraging AWS, Azure, etc

Karachi, Pakistan Joined on Sep 20, 2026 https://github.com/omayrq

Oct 25

PHP2Shell: How AI Is Transforming Vulnerability Discovery and AWS Cloud Security

#aws #cybersecurity #ai #devsecops

7 min read

Want to connect with Muhammad Umair Ashraf?

Create an account to connect with Muhammad Umair Ashraf. You can also sign in below to proceed if you already have an account.

Create Account

Already have an account? Sign in

Muhammad Umair Ashraf

Oct 24

Building a Data Fabric on AWS: Connect Data, Improve Governance, and Power AI

#aws #dataengineering #cloud #analytics

5 min read

Muhammad Umair Ashraf

Oct 23

AWS Agentic AI Services: Build an Intelligent Architecture Workflow on AWS

#aws #ai #cloud #productivity

7 min read

Muhammad Umair Ashraf

Oct 22

AWS AI Agent Migration Planning: Build a Smarter Cloud Migration Roadmap with AWS Transform

#aws #ai #cloud #devops

6 min read

Muhammad Umair Ashraf

Oct 21

AWS PyTorch: Build, Train, and Deploy Deep Learning Models in the Cloud

#aws #pytorch #machinelearning #python

7 min read

Muhammad Umair Ashraf

Oct 20

AWS Lambda Web Functions: Build and Scale Web Apps Without Managing Servers

#aws #serverless #node #webdev

6 min read

Muhammad Umair Ashraf

Oct 17

AWS Context: How Knowledge Graphs Give AI Agents Governed Enterprise Context

#aws #ai #cloud #dataengineering

7 min read

Muhammad Umair Ashraf

Oct 16

Redshift in the Agent Toolkit: Build, Query, and Troubleshoot with AI Coding Agents

#ai #automation #analytics #aws

6 min read

Muhammad Umair Ashraf

Oct 15

Build Enterprise RAG on AWS with Managed Knowledge Bases, Smart Parsing, and Agentic Retrieval

#ai #machinelearning #generativeai #awsbedrock

8 min read

Muhammad Umair Ashraf

Oct 14

Build an Agentic AI Workflow on AWS: Generative AI for Production Automation

#ai #aws #bedrock #agents

7 min read

Muhammad Umair Ashraf

Oct 13

Amazon Aurora PostgreSQL: Query Remote Data Without Building an ETL Pipeline

#aws #dataengineering #etl #postgres

5 min read

Muhammad Umair Ashraf

Oct 12

DuckDB on AWS: Build a Data Validation Pipeline with Amazon S3

#aws #database #python #sql

5 min read

Muhammad Umair Ashraf

Oct 11

Docker on AWS: How to Optimize, Scale, and Reduce Application Costs 🚀

#aws #docker #containers #kubernetes

5 min read

Muhammad Umair Ashraf

Oct 10

Building a Secure AWS VPC with EC2: A Hands-On Networking Lab

#aws #cloud #devops #networking

6 min read

Muhammad Umair Ashraf

Oct 9

Building CloudPilot: An AI-Powered AWS Cost and Deployment Copilot 🚀

#ai #aws #devchallenge #weekendchallenge

5 min read

Muhammad Umair Ashraf

Oct 8

Designing a Simulation-First Safety Gate for Strands Robots

#aws #ai #robotics #agenticai

3 min read

DEV Community

Muhammad Umair Ashraf

Badges

Writing Debut

PHP2Shell: How AI Is Transforming Vulnerability Discovery and AWS Cloud Security

Want to connect with Muhammad Umair Ashraf?

Building a Data Fabric on AWS: Connect Data, Improve Governance, and Power AI

AWS Agentic AI Services: Build an Intelligent Architecture Workflow on AWS

AWS AI Agent Migration Planning: Build a Smarter Cloud Migration Roadmap with AWS Transform

AWS PyTorch: Build, Train, and Deploy Deep Learning Models in the Cloud

AWS Lambda Web Functions: Build and Scale Web Apps Without Managing Servers

AWS Context: How Knowledge Graphs Give AI Agents Governed Enterprise Context

Redshift in the Agent Toolkit: Build, Query, and Troubleshoot with AI Coding Agents

Build Enterprise RAG on AWS with Managed Knowledge Bases, Smart Parsing, and Agentic Retrieval

Build an Agentic AI Workflow on AWS: Generative AI for Production Automation

Amazon Aurora PostgreSQL: Query Remote Data Without Building an ETL Pipeline

DuckDB on AWS: Build a Data Validation Pipeline with Amazon S3

Docker on AWS: How to Optimize, Scale, and Reduce Application Costs 🚀

Building a Secure AWS VPC with EC2: A Hands-On Networking Lab

Building CloudPilot: An AI-Powered AWS Cost and Deployment Copilot 🚀

Designing a Simulation-First Safety Gate for Strands Robots