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 15

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

#ai #machinelearning #generativeai #awsbedrock

8 min read

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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

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Muhammad Umair Ashraf

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Writing Debut

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

Want to connect with Muhammad Umair Ashraf?

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