Sample Projects
The UAE InnovAIte Hackathon team has created some sample projects and presentations based on the 2025 prompt.
‘AI to help the community in Mental Health & Wellbeing’
These projects can inspire you to develop your own solutions and end products. Feel free to be as creative as you want.
Burnout Predictor
This project is a web-based Mental Health Analyzer that predicts burnout risk using a dataset sourced from Kaggle. Built with Flask and scikit-learn, it leverages a pre-trained Random Forest model to analyze factors like age, work hours, sleep patterns, stress levels, and lifestyle habits. Users input their details through a simple HTML form, and the app instantly provides a personalized burnout probability.
The code can be viewed here
Mindfulness Planner
Promoting mental well-being using the OpenAI API and Flask, we have used Chat-GPT to generate personalized mindfulness exercises in the form of cards based on user input like stress level, time availability, and preferences. The app combines prompt engineering with web development to deliver real-time, AI-driven mental health support.
The code can be viewed here
Mental Health Check-in Chatbot
A Mental Health Check-In Chatbot powered by Flask and the GPT-3.5-turbo API, the agent provides real-time, empathetic responses to users sharing their feelings, offering supportive advice and self-care tips. The app blends AI-driven conversation with prompt engineering to create a compassionate digital mental health assistant.
The code can be viewed here
2024 Theme
Use AI to help Students/Teachers
Predictive Score Grader
Using a dataset found on kaggle, we chose 4 features here in an attempt to predict the final grade of a student (namely their health, studytime, grade in their first term and grade in their second term). We then created a simple interface so that anyone can use it without understanding the underlying code. The idea behind this was that it could be used by teachers to find the predicted grades for students.
Smart PDF Flashcard Creator
PDFs are uploaded to a website. From the backend, text is extracted from the uploaded PDF. Then using OpenAI’s APIs we use ChatGPT to analyse the text and create a set of flashcards that encapsulate the key words and phrases present in the PDF. These flashcards are then displayed in a nice interface to the user. The idea of this was to allow students to quickly produce flashcards on a given topic and save some of their effort. We have attached the code as well as a presentation about the project to give a sense of how you may present your final project to the panel of judges. The code can be viewed here.
AI Generated newsletter
Web scrapes the latest articles from CNN and Khaleej Times. Then uses OpenAPI APIs to create concise summaries of the latest news stories of different topics and sends them out through emails so that students (especially politics students) can easily keep up to date with the latest news. The code is seperated into 2 parts - the website that allows for people to subscribe and unsubscribe to the newsletter, and the actual program that sends the newsletter.