Made this tool to learn fullstack + DevOps (Docker, Azure, etc) — is this something worth adding to my CV?

Building a Fullstack and DevOps Portfolio: My Experience Developing a Background Removal Tool

In the ever-evolving landscape of software development, hands-on projects are essential for honing skills and demonstrating competence to potential employers. Recently, I embarked on creating a complete end-to-end application to deepen my understanding of fullstack development and DevOps practices, culminating in the launch of a background removal tool accessible at https://aitoolbox.live.

The Motivation Behind the Project

As a student eager to build a compelling CV, my goal was to develop a practical application that showcases my ability to handle both frontend and backend development, alongside deployment and infrastructure management. Instead of relying on third-party APIs, I wanted to create a self-contained solution that processes images securely and efficiently, reflecting real-world deployment considerations.

Technical Implementation and Challenges

The project was designed with a focus on learning and application:

  • Containerization with Docker: The entire application is dockerized, enabling consistent environments across development and production. This approach simplifies deployment and scaling.

  • Cloud Hosting on Azure: I chose Azure for hosting, gaining familiarity with cloud services and infrastructure management.

  • Server Configuration: Setting up NGINX as a reverse proxy and configuring SSL certificates enhanced my understanding of web server management and secure communication.

  • Backend Processing: Handling image processing on the backend involved managing server resources effectively. I ensured images are transmitted securely, processed in memory, and then returned, with no storage of user data to prioritize privacy.

Throughout the development process, I encountered challenges such as optimizing image processing speed, managing server load, and ensuring a seamless user experience. These hurdles provided valuable insights into system performance tuning and security best practices.

User Experience and Design Considerations

My goal was to create a clean, fast, and ad-free interface, addressing common issues found in similar tools, such as degraded image quality or intrusive ads. The result is a straightforward, user-friendly application that performs reliably without sacrificing speed or quality.

Reflections and Value for a Developer Portfolio

Creating this project has significantly expanded my technical skill set, especially in areas like containerization, cloud deployment, and server configuration. I believe that showcasing such a comprehensive, self-developed application can add meaningful value to a developer’s CV, illustrating practical experience with fullstack development and DevOps.

Seeking Feedback and Community Input

I am curious to hear how hiring managers or fellow developers perceive projects like this. Do you think a project of


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