How We Designed, Developed & Integrated Cutting-Edge AI Models for Seamless Art Creation

Our team at Kueenz Technologies built the MVP of AI-powered art generation app, Creativerse. Leveraging text-to-image models and strategic backend architecture, we enabled users to create stunning artwork across various styles while offering both ad-supported and subscription-based revenue models.

Problem Statement

Kueenz Technologies envisioned an intuitive mobile app where users could effortlessly generate AI art in diverse styles.

Challenge

AI art generation required a robust backend design to handle a large text-to-image model and the selection of an appropriate GPU-based server.

Solution

1. API Design

A Python and FastAPI backend powered image generation (up to 1024x1024 resolution) using large text-to-image model, which is fine-tuned for diverse art styles. The MVP provides art generation with 80+ art styles.

2. Authentication & Image Generation

User authentication, secure image generation based on user prompts, and customization options.

3. Revenue Model

The business model of the application is based on a dual-tier system. First is the free, ad-supported version offering daily image credits that renew automatically. The second one is and unlimited generation via weekly/monthly subscriptions. The subscriptions are handled through Revenue Cat SDK and Google Play.

4. UI/UX

Clean, minimalist design using Figma.

5. Backend Architecture

The backend servers are on AWS EC2 GPU servers. Additional tools utilized while building the backend include Docker for containerization, Jenkins for CI/CD, S3 static storage, Nginx and Certbot.Frame 10098.pngFrame 10099.png

Technologies Used

FlutterDartPythonFast APIAWS (EC2, S3)DockerNginxCertbotJenkinsGoogle PlayRevenue CatFirebaseCode Magic

Process

1. Discover

Research on the similar applications and user feedbacks were utilized to decide the MVP feature set.

2. Design

Intuitive UI/UX and scalable backend architecture.

3. Development

Flutter mobile app, FastAPI backend, CI/CD pipelines (Codemagic, Jenkins).

4. Testing

Rigorous device compatibility checks and overall application testing.

5. Launch

Successful Google Play Store launch.

Results

1. MVP for Rapid Feedback

The successful launch of MVP helped gather and analyze user feedback from Creativerse, to make data-driven future development decisions using insights from user feedback.

2. Positive User Response

See included testimonials!

Testimonials

Some of the Google Play reviews from the users of Creativerse are as follows:"Great app, idk how but details are super realistic and seem awesome" - Soban Mujtaba Baig"The app interprets the given prompt very well. It provides diverse output based on different prompts and it is very easy to use. Highly appreciated the efforts πŸ‘" - Yumna Nasir

Conclusion

This project showcases our ability to efficiently integrate innovative AI technologies within a thoughtfully designed and commercially viable mobile application. Creativerse's initial results underscore our commitment to delivering value for clients who want to launch their MVPs.

I'm Anum and I help businesses craft software solutions that fuel growth.

I help businesses identify core user pain points, design intuitive solutions, and confidently build software that solves real problems and delights customers.

As Co-founder and Software Engineer at Kueenz Technologies, I'm obsessed with building software that people genuinely love using. We partner with businesses, dig deep into their project needs and craft winning products. If you're looking for someone to collaborate with, We're super committed and ready to make your software the best it can be. Let's build something amazing!

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Testimonials

Don't just take our word for it

"I had the pleasure of working with Kueenz on an inventory management system β€” and they absolutely delivered. From start to finish, team showcased exceptional professionalism, a proactive mindset, and a strong focus on results. Highly recommend them to anyone looking for a reliable and driven software developers."

Basit Masood, Head of Product Design testimonial photo

Basit Masood

Head of Product Design

"Working with Kueenz Technologies has helped us save approximately 10 hours of manual work each week and reduced our form processing time from 5-7 days to 10 minutes."

Mohil Shah, Founder @ StudyMind testimonial photo

Mohil Shah

Founder @ StudyMind

"I had the privilege of working with Fatima, and I must say, she is an exceptional professional with a strong problem-solving mindset and a deep commitment to achieving results. Her dedication to excellence and her professional orientation make her a valuable asset to any team or organization."

Syed Anas Shah, Lead Software Engineer @ Edtech Startup testimonial photo

Syed Anas Shah

Lead Software Engineer @ Edtech Startup

"They were fantastic. Kueenz Technologies delivered a fully optimized website, much to our delight. The team was highly professional, and internal stakeholders were impressed with their responsiveness and accessibility."

Hammad Saleem, Head of Development @ Mielso S.A testimonial photo

Hammad Saleem

Head of Development @ Mielso S.A

"Kueenz Technologies impressed me with their cutting-edge solutions. Their top-notch technology and excellent support ensures a smooth experience."

Gul e Zahra, Founder @ Zalgro testimonial photo

Gul e Zahra

Founder @ Zalgro

"Kueenz Technologies delivered exceptional results on our project, showcasing their expertise in full-stack development. Their team possesses extensive knowledge across various layers of software development and consistently goes the extra mile to ensure project success."

Adel Remadi, COO @ Real Estate Startup testimonial photo

Adel Remadi

COO @ Real Estate Startup

"I have worked with Anum Mujahid in the past and I can say it with no exaggeration, she is craftswoman when it comes to software engineering. Well versed in her tech stack with hands-on experience. I would highly recommend her not only being a software engineer but also a team player."

Wajeeh Ahmed, Software Engineer @ Hactric Solutions testimonial photo

Wajeeh Ahmed

Software Engineer @ Hactric Solutions

"I had the pleasure of working with Anum, she excelled as a full-stack developer. Her strong technical skills, problem-solving abilities, and expertise in both frontend and backend development make her a valuable asset. Anum is a dedicated and adaptable professional who consistently delivers high-quality solutions."

Muhammad Faraz Khan, Software Engineer @ Health Tech Startup testimonial photo

Muhammad Faraz Khan

Software Engineer @ Health Tech Startup

"Anum, Fatima thanks a lot for all of your effort and hard work. The store turned out so beautiful and elegant literally. Thanks a lot again."

Sana Umair, Founder @ Accessories by Habiba testimonial photo

Sana Umair

Founder @ Accessories by Habiba

Why work with us?

We help you go from idea to product in weeks, not months. With scalable tech, clear pricing, and AI-powered workflows, you get a fast, stable product built to grow with you.

Built to be fast, stable & scalable
Clear & affordable pricing
MVP ready in 2-4 weeks
5+ years of dev experience
AI-driven for speed & efficiency
SEO-optimized for visibility

Our 4 step process from concept to launch

  1. Discovery Call

    A quick call to align on your vision, goals, and requirements.

  2. Specification

    Outlining features, project roadmap, and success criteria.

  3. Build

    Developing your product with best practices and AI-powered tools.

  4. Launch

    Deploying a ready-to-use product for real users and feedback.

Next Steps

How it works?

Step 1 Schedule your Call

Book your 30-minute introductory call with us at a time that suits you.

Step 2 We handle the details

After our call, you'll receive a tailored proposal from us promptly.

Step 3 Collaborate, Create and Excel

Once you approve the proposal, we begin our partnership to bring your vision to life.


Our Process

Our 4 step process from concept to launch

Discovery Call

A quick call to align on your vision, goals, and requirements.

Specification

Outlining features, project roadmap, and success criteria.

Build

Developing your product with best practices and AI-powered tools.

Launch

Deploying a ready-to-use product for real users and feedback.