WiserMachines is a fully distributed client-server-based application. All trading signals are generated at the server side within our compute warehouse which connects with the crypto exchange directly. The client side connects with the user’s crypto-wallet through a secure API key provided by the exchange and then auto-trading is done through APIs based on the trade signals received by the backend. The user can view his equity curve or the profit and loss curve together the cryptocurrency price trajectory for a selected period using a granularity of 1 minute. All trade history comprising of buys and sells or long positions or short positions are visible to the user through the trade history pain. In addition, signals which were discarded by the trading logic can also be viewed. There is a stop loss function to liquidate positions in a deep drawdown also.

The unique feature of the system is that it uses advanced stochastic modelling (employing stochastic differential equations) of the crypto exchange market to arrive at highly reliable predictions for the immediate future. It generates buy, sell and hold signals each minute and a sophisticated set of trading rules implement the trade. The trading logic is an ensemble of three foundational methods: 1) technical analysis indicators 2) SDEs leading to Hamilton Jacobi Bellman equation of dynamic programming and 3) Hidden markov models that have as hidden state the bullish or bearish trend of the market and the price trajectory of the cryptocurrency as the observation process. By employing all three of these methods a trading decision is arrived at every minute.