me.ai
what is me.ai?
me.ai is a platform designed to turn the vast amounts of health and fitness data we collect daily into actionable insights for improving our lives. By analysing data such as heart rate, calories burned, sleep quality, and blood oxygen levels, me.ai aims to provide a deeper understanding of your overall health and well-being. This can help you make informed decisions to enhance your lifestyle and achieve your health goals.
Using automated data pipelines, we hope to build a voice assistant that you can talk to about this data to receive helpful suggestions on how to improve your current state. For example, a high heartrate during work hours could indicate that your work is potentially causing you stress. me.ai would then suggest that you find ways to minimize the stress such as taking regular breaks, talking to people or something more personalized to your data readings.
Current Work
We are in the process of collecting the raw data for analysis and Q&A development. We aim to establish a few common occurrences that we can store as examples for few-shot prompting. Given the large amount of data LLMs have already been exposed to, even non-fined-tuned models should be able to generalize suitable suggestions and analysis of your health data.
Using the RAG approach, we can provide the required context from your health data to assist the AI in conversation.
The Roadmap
Testing and exploration - We need to explore the data that smart watches and other tracking devices can provide us to design an effective data-to-response pipeline.
Designing the interface - This will be coincide with previous stage, as we gather insights and improve our models. We expect the design to be similar to ai voice assistants we have built in the past.
Daily experimenting - Once an initial app has been developed, we will begin testing the app to see if it is viable for daily use
Release - The release of an app in beta to trialists and general public