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Muhammad Attan

Muhammad Attan

@attmhd

Passionate about building products and software engineering, with a strong interest in platform engineering (DevOps, MLOps, SysAdmin).

Software Engineer
Mars
Projects MLOps
09

Modern ML Project Template

A reusable starting point for ML experiments, using Cookiecutter for project scaffolding and uv for Python dependencies. Built to practice keeping experiment code and project setup organized.

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Ownership

Personal Project

Role

ML Engineer

Team

Independent Project

My Role

  1. 01 Created a repeatable project structure with Cookiecutter.
  2. 02 Managed Python dependencies with uv.
  3. 03 Separated experiment code from reusable project configuration.

Features

  1. 01 Project scaffolding
  2. 02 Dependency management
  3. 03 Experiment-ready structure
  4. 04 Reusable templates

Impact

  • Reduces setup friction and keeps future machine-learning projects consistent.

Tech Stack

PythonuvCookiecutter

Building the future with data, AI, and code.

Exploring practical machine learning systems, data products, and full-stack software.

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