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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 AI/ML
12

Diffusion Model Playground

Course project exploring text-to-image and image-to-image generation with Stable Diffusion. Used Streamlit to build an interface for experimenting with model inputs and outputs.

Diffusion Model Playground preview 1
Project Preview 01 / 01

Ownership

Personal Project

Role

Generative AI Developer

Team

Independent Project

My Role

  1. 01 Integrated Stable Diffusion inference into a Python application.
  2. 02 Built controls for text-to-image and image-to-image generation.
  3. 03 Created a Streamlit interface for interactive experiments.

Features

  1. 01 Text-to-image generation
  2. 02 Image-to-image generation
  3. 03 Interactive Streamlit UI
  4. 04 Prompt-based experimentation

Impact

  • Made generative-image experimentation accessible through a simple browser interface.

Tech Stack

Stable DiffusionStreamlitPython

Building the future with data, AI, and code.

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

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