Sifting through your bank statement using traditional online banking through platforms provided by your bank can often be an arduous process. It is often difficult to discern the important, relevant information from the more regular, recurring payments that you may make. Pava utilizes the Stochastic Gradient Descent (SGD) Machine Learning Algorithm to accurately identify the critical information amongst the mass of other transactions and places this 'unusual' activity right at the top of your feed, alerting you, and clearly helping you see where you may have spent that extra $100 last week. Pava is tailored to each specific individual and his or her transactions. The learning is a continuous process and any changes you make as to whether a particular transaction is interesting or not will affect the way Pava deals with all of your payments. Similar transactions will be grouped by category. Pertinent information and interesting trends are displayed using graphs and other visual tools at the top of your feed so that you can see exactly where your money is going and break down your activity in an intuitive way. Pava utilizes the Plaid and Foursquare APIs.