personal trAIner
Each member in our group are avid gym-goers, however, we have all noticed a problem between real-world personal training and the virtual personal training world. We feel that apps online fail to give structured workout plans. The workouts that are provided by current personal training apps are not tailored or suited to each individual person's focus, biometrics, and background. Some people may not have access to a personal training program that would normally be done in person, so it is crucial to create an opportunity for people to have personal training programs that are affordable, flexible, and specific to each person's purpose and focus.
Our original idea was to create an AI personal trainer app that takes into account your focus and other statistics like sex, age, starting body fat percentage, starting weight, diet, sleep, and outlying health factors. The data that is entered into the app gets analyzed, for example, your current workout plan gets identified as either efficient or not. If your current workout is optimal, it will tell you how long it may take for you to reach your goal and will provide you with minor tips. If your current workout needs work, it will give you a better workout and meal plan to reach your goal. The prior workout plan data, biometrics, and workout focus will be combined to create a specialized efficient workout plan. After this process, it will track your progress and give tips along the way.
Unfortunately, we didn't have time or data to create this app, so we decided to make a simpler version.
We have learned a lot this weekend. We have learned the steps required to collect data, write code for advanced data analysis, and apply that knowledge to a real-world problem. Going forward, however, we will continue to work on our original plan. Our next steps are to continue collecting data, analyzing the correlation between certain workouts and their effectiveness of them, and programming the app. Using unsupervised learning, we will analyze the data and see trends of workouts and exercise that repeatedly give good results. Through this analysis, we will be able to give proper plans to those looking for them.
Although we could not finish our app during the Hackathon, we brainstormed a solution that we feel will be impactful in society.
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