September 12, 2026
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Ghulam Mustafa

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Tag: machine-learning

Build a Production-Ready Python FastAPI AI Backend code structure on a laptop screen

Build a Production-Ready Python FastAPI AI Backend

Ghullam Mustafa27 mins

📌 Article Overview: Topic: Backend Infrastructure & Database Selection Prerequisites: Basic knowledge of SQL, NoSQL, and REST APIs Estimated Read Time: 6 Mins Learning how to build a python fastapi ai backend is essential when modern software development shifts towards intelligent automation…  As modern software development shifts towards intelligent automation, building a scalable backend capable…

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Fixing Docker Exit Code 137 OOM Kills in Python

How to Fix Docker Container OOM Kills (Exit Code 137) in Python AI Deployments

Ghullam Mustafa08 mins

Deploying heavy Python generative AI applications or data science models inside Docker containers is standard cloud infrastructure practice. However, engineering teams frequently hit a critical deployment failure during runtime scaling: Docker container crashes triggered by an Out-of-Memory (OOM) event, explicitly logged as Exit Code 137. Docker Exit Code 137 Exit Code 137 indicates that the…

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