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ML Based Mental Health Diagnosis & Consulting App

MindCrafter is a mental health diagnosis application that uses data from android smartphones, smartwatches that automatically measure patterns of behavior. Real-time smart devices data measurement provides a complete picture of behavioral functioning. This helps MindCrafter to provide Dynamic AI tailored diagnosis and consulting to each person.

I am primarily focusing on the five most important mental issues. 2 out of 5 adults have these issues. I'll be using Smart devices with Android OS to collect behavioral data like sleep times & heart rate of the user.

This type of disorder can be analyzed with mania & Depression together. Because of this mental issue. The user always switch between Mania Phase & Depression Phase for 7 t0 15 days for each Phase.

Each user generates more than 100+ behavioral data points each day. Which can help MindCrafter to analyze the situation of the user. Today users are digitizing more personal data than ever before.

• I've got a very limited understanding of feature extraction from behavioral data for ML model training that is different for each user. Google could help me with a better understanding of the Android OS & Data Collection methods that I can use.
• Google could help with Google API's integration like Youtube API & Music API.
• This application could impact thousands of people but with Google, it can impact millions of people who don't even know that they need help.

On-device APIs can process your data quickly and work even when there’s no network connection. Cloud-based APIs, on the other hand, leverage the power of Google Cloud Platform's machine learning technology to give you an even higher level of accuracy.

I have developed some applications in Flutter(Dart) and java both. I am currently learning about Artificial Intelligence and machine learning. I have some people in my life who have mental issues and problems but they never accepted or recognized what their problem was. But now I think with the help of machine learning I can develop an application that is able to recognize & diagnose normal mental illnesses like stress, anxiety & depression.

I am pursuing my bachelor's degree program in computer engineering. I have done many internships in development, graphic designing, and marketing. I have work experience of 2 years at an AdTech Startup & I've published my app on google play store.

Previous Application : Stocks Expert App

1 in 5 U.S. adults experience mental illness each year
1 in 25 U.S. adults experience serious mental illness each year
1 in 6 U.S. youth aged 6-17 experience a mental health disorder each year
Suicide is the 2nd leading cause of death among people aged 10-34 

There is only one psychiatrist per 100 000 people

• More Than 100 Behavioural Datapoints per user/day
• Diagnosis Test Results
• Consulting
• Tailored Machine Learning Model

Statistics References

https://www.nami.org/learn-more/mental-health-by-the-numbers
https://www.who.int/whr/2001/media_centre/press_release/en/