Hi there!
I can help you on this project. We can use 1.5 IQR method too , to detect outliers too, or standardize the data before applying the standard deviation rule, graphical tests works better , formal tests can be used although sometimes they might not work because some have assumptions too. Kindly contact me to discuss the project further
Thank you