Developing AI App to Increase Focus and Speed Up Learning
About MindGuard
Mind Guard is an innovative app that helps users increase their focus and learning experience. Users can upload any PDF document related to a specific topic, and the app will automatically generate quizzes based on the document's content using advanced AI.
In addition to generating quizzes, MindGuard helps users stay focused by allowing them to block up to 50 apps during their study or work sessions. The apps will remain locked until the user answers a set number of questions in the quiz, ensuring that they stay engaged with their learning material.
Project Challenges
Integrating API
The FamilyControl API is a tool we haven't used before. The API allowed us to manage app-blocking features, but understanding its full functionality and ensuring it was properly integrated with our app's system took significant time and effort. It required a lot of testing and improvement.
AI-driven system
We had to develop an AI-driven system that automatically generates quizzes based on the content of a PDF document. PDF files vary greatly in structure, so creating an algorithm that could accurately extract relevant information and turn it into meaningful questions required considerable development and adjustments.
User session management
Managing user sessions and ensuring smooth transitions between blocked and unlocked apps was a challenge. It was important to guarantee the app locking mechanism would work in real-time, without delays, and that users could resume their session without losing progress. Synchronizing this feature with the quiz system and keeping track of answers added additional complexity.
Our Solutions
Integrating API
We thoroughly studied its documentation and capabilities. Our team collaborated closely with their support team to address technical questions. It included iterative testing, where we simulated various scenarios to ensure the API performed as expected. In the end, we achieved seamless synchronization between the app-blocking features and the rest of the app’s functionality, ensuring a smooth user experience.
AI-driven system
Our approach combined advanced OCR (Optical Character Recognition) tools and NLP (Natural Language Processing) algorithms to extract relevant information and create meaningful questions. Through continuous testing and user feedback, we improved the system to handle a wide variety of content, delivering high-quality and appropriate quizzes.
User session management
We used tools to manage user sessions and real-time communication, making sure transitions were smooth even if the network was slow or unstable. By prioritizing features that saved session progress and handled errors effectively, we ensured users could pick up right where they left off.
Technologies We Use
Results
The MindGuard app has achieved these high metrics in a very short period.
"Working with Aleksa and his team at Aetherius Solutions has been a great pleasure! He is very understanding, especially for people like me who aren't tech savvy, makes time to work on issues that come up, and is always willing to work hard to find a solution."
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