Architecting a Comprehensive Predictive AI Platform for Toomboo


Toomboo is an innovative AI-driven platform that predicts and recommends food and restaurant choices based on user preferences, travel history, nutritional needs, and mobile app activity. Ayraxs Technologies Inc partnered with Toomboo to create a solution that could sustain a multifaceted platform, covering mobile applications for iOS and Android, a web portal for users and restaurant owners, as well as a social platform for food vloggers.

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How we Fix Things

Domain Challenges Solution

The need for a unified platform for both iOS and Android, as well as a web portal for users and restaurant owners.

Adopted Flutter for mobile application development, enabling simultaneous development for iOS and Android.

AI Integration

Incorporating AI models to predict user likes and dislikes for food recommendations.

Incorporated AI models to predict user likes and dislikes, enabling personalized food recommendations.


Selecting the most suitable technologies for mobile app development (Flutter), web portal development (Django and ReactJS), and backend architecture (Django and Python).

Utilized Django and Python for the backend of the web portal, with the frontend built on ReactJS.

Complex System

Creating a seamless communication system for various components and ensuring speed, reliability, and robustness.

Designed a sophisticated communication system for components to interact seamlessly, minimizing waiting times and ensuring robustness.


Designing an infrastructure capable of handling potential growth and ensuring smooth inter-component communication.

  • Leveraged AWS microservices and containerization for scalability.
  • Implemented auto-scaling to accommodate growing user bases.
  • Utilized AWS application services to facilitate rapid communication between components.

The collaboration between Ayraxs Technologies Inc and Toomboo resulted in significant achievements.

  • Development of a unified platform for mobile applications on iOS and Android using Flutter, ensuring a consistent user experience.
  • Creation of a web portal with Django, Python, and ReactJS, offering a user-friendly interface for both users and restaurant owners.
  • Integration of AI models to predict user preferences, providing highly personalized food recommendations.
  • Implementation of a complex communication system for seamless interactions among components, guaranteeing speed and reliability.
  • Adoption of AWS services, including microservices, containerization, and auto-scaling, to ensure scalability and robustness.
John Smith

Head of Enterprise ARM


Enterprise Engineering Solutions (EES) hired Ayraxs to build out its Digital Marketing Division. Tayabb spearheaded the project and methodically mapped out our requirements and brought on a team of highly competent engineers who are experts in Digital Marketing, Content Writing, Web Design, and Search Engine Optimization. The efforts of Tayabb’s team dramatically increased EES’s Search Engine Ranking, Web Site appeal, and Revenue. I highly recommend Tayabb for his technical leadership and Digital Marketing Expertise.

Grant Harris

(CEO - GTH Consulting LLC)


You provided great work on a short notice, which was very helpful. Your work was satisfactory. I would work with you again and/or refer you to others. Thanks.

Milton Helios

(CEO - Helios Hub)


“Tayyab is extremely knowledgeable. He was able to do everything far above expectations. I will definitely be working with him again in the future!”


(CEO - Enterprise engineering solutions)


I had the pleasure of working with   Ayraxs. Their leadership, organization, and project planning skills are second to none. I witnessed them lead a team of highly competent engineers who exceeded expectations on every project they worked on. I highly recommend Ayraxs for any Work. Their is an excellent communicators, have strong leadership skills, and a very hard workers.

Daniel Battaglia

(CEO -ParkingMadeEasy )


Tayyab was an absolute pleasure to work with. He was very patient, diligent and helpful. He had already researched my industry before I even posted the project. He is very proactive and provided a lot of his own ideas. He also has a strong grasp on the English language and it was a pleasure to have him work on my projects as he always wrote in clear, concise and professional manner. I would highly recommend Tayyab to anyone looking for help with their writing/editing needs

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Ayraxs Technologies Inc partnership with Toomboo has produced a dynamic, multifaceted platform that predicts and recommends food choices based on user preferences and travel history. The use of Flutter, Django, Python, ReactJS, and AI models has delivered a comprehensive solution. Toomboo's commitment to a user-friendly experience, coupled with Ayraxs Technologies Inc's technical expertise, has laid the foundation for a transformative AI platform, set to redefine the way users discover and enjoy food.

Technology We Used

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