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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
13

AI in a Web Application

Course project integrating a machine learning model into a web application with TensorFlow.js. Explored browser-side inference and progressive web app fundamentals.

AI in a Web Application preview 1
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Ownership

Personal Project

Role

Frontend AI Developer

Team

Independent Project

My Role

  1. 01 Integrated a machine-learning model into a web interface.
  2. 02 Implemented browser-side inference with TensorFlow.js.
  3. 03 Applied progressive web application fundamentals.

Features

  1. 01 In-browser inference
  2. 02 TensorFlow.js integration
  3. 03 Web application interface
  4. 04 PWA fundamentals

Impact

  • Shows how AI features can run directly in a user-facing web application.

Tech Stack

TensorFlow.jsPWA

Building the future with data, AI, and code.

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

Get in touch