Hi -
I wanted to check here if there's interest in a product that auto-selects and invests in loans on Lending Club based on a machine learning model to predict default probabilities.
I have spent a lot of time building this model and tested it on both historical and live data and found that it is able consistently identify loans whose interest rates are higher than they should be. By testing this model on more than a couple years of data I found that it can generate returns in the range of 8-10% per year, compared to ~6.5% that lending club offers with its automated investing. I have already automated investing in my own portfolio with this model.
I would like to know if you'd be interested in a service that auto invests in selected loans based on this model for a small fee. Apart from this, I also will offer additional features like instantly buying back loans that are current and have less than certain payments left.
I wanted to check here if there's interest in a product that auto-selects and invests in loans on Lending Club based on a machine learning model to predict default probabilities.
I have spent a lot of time building this model and tested it on both historical and live data and found that it is able consistently identify loans whose interest rates are higher than they should be. By testing this model on more than a couple years of data I found that it can generate returns in the range of 8-10% per year, compared to ~6.5% that lending club offers with its automated investing. I have already automated investing in my own portfolio with this model.
I would like to know if you'd be interested in a service that auto invests in selected loans based on this model for a small fee. Apart from this, I also will offer additional features like instantly buying back loans that are current and have less than certain payments left.