A personal project which attempts to use an algorithmic model to generate in-game wealth on the MMORPG Runescape. Using the official Runescape Grand Exchange API, historical price and qualitative data is pulled for each of the items in the game. By processing this data and predicting the price changes in certain high-volume items, profit can be made against a stagnant in-game economy. An automated AI will log in to the game and take the results from the model to automatically purchase the items which the algorithm deems are profitable to buy. Additionally, back testing of historical data against the model should also be completed before the bot makes initial investments.