Calculating large amounts of covariance data like in the case of the Numerai dataset is very resource-intensive - In many situations, people are limited by their technology and can't fully calculate covariance data.
Because calculating statistics on large datasets is so resource-intensive, most ML models built today are black-boxes, which makes it hard to understand how they work, which makes them hard to trust.
With a statistics-first approach, you can build ML models that:
ignore the noise in your data
are understandable by all people
make trustworthy predictions
Maxia is a Canadian data and machine learning company based in Toronto. We do research and development on autonomous assembly and optimization of machine learning models for time series data - we're trying to make it easy to build machine learning models just by connecting your data and asking a question. We also work with companies to help them better organize, learn from, and work with their data to improve their products and operations.
In the past, we focused on helping Sales, Marketing, and Customer Support Teams build and use predictions based on customer analytics data from websites and mobile apps. Companies have used our models to predict business objectives like conversion, LTV, and churn to improve their sales, marketing and customer support operations.
In the future, we'll be opening up our machine learning platform more by sharing how it works, and making our technology publicly available again.
At Maxia, we've been exclusively researching and building time series machine learning models since our founding in 2019. In 2021, Numerai upgraded its dataset to be much bigger - about the size of other datasets we've normally worked with.
Since October 2021, we've added support for the Numerai dataset to our platform and have been using it exclusively as our research dataset.
The most interesting thing about Numerai is that you can stake cryptocurrency on live predictions that you make, and that staking data is transparent and public. Staking our predictions means that we're confident in our model, and the predictions we're making.
We recently began to stake cryptocurrency on our predictions, and starting in November 2021, Maxia will be increasing its stake.
Maxia is actively looking for new partners to work with. If you are:
An investor looking to fund our company or participate in our staking
A business with complex time series data problems
Someone who is passionate about data and wants to join the team
Then we'd love to speak with you! Please get in touch