In November of 2023, we began our journey with Microsoft Founders Hub. After being granted $5,000.00 worth of Azure credits, we successfully built some of our first software applications.
While we previously made software applications dating back to 2019, before incorporation, this current series of scripts, shows promise for further development in favor of supporting businesses working on climate change, global warming and environmental pollution.
At Evolve Quant, we look forward to supporting these types of businesses as an Automated Venture Capital Firm.
Current Awards
As of February 2nd 2024, we were granted $25,000.00 in Azure credits from Microsoft Founders Hub.
We achieved building three different scripts, our price puller (Java Script), our historical trading signals (Python), and our Convolutional Neural Network machine learning model maker (Python).
* Due lack of availability to historical data for traditional financial markets with the type of granularity necessary for building a functional model, we’ve chosen to use a combination of Gemini historical data and open sourced Defi Protocol GMX to build and validate our model.
Using historical time-series data dating back to 2016 for ETH/USD, we accomplished model performance metrics of:
- Train Root Mean Squared Error: 2.0%
- Validation Root Mean Squared Error: 3.0%
- Train R2 Score: 99.2%
- Validation R2 Score: 95.7%
We will continue our efforts with building a functioning trading system.