Connect with us

Global Banking and Finance Review is an online platform offering news, analysis, and opinion on the latest trends, developments, and innovations in the banking and finance industry worldwide. The platform covers a diverse range of topics, including banking, insurance, investment, wealth management, fintech, and regulatory issues. The website publishes news, press releases, opinion and advertorials on various financial organizations, products and services which are commissioned from various Companies, Organizations, PR agencies, Bloggers etc. These commissioned articles are commercial in nature. This is not to be considered as financial advice and should be considered only for information purposes. It does not reflect the views or opinion of our website and is not to be considered an endorsement or a recommendation. We cannot guarantee the accuracy or applicability of any information provided with respect to your individual or personal circumstances. Please seek Professional advice from a qualified professional before making any financial decisions. We link to various third-party websites, affiliate sales networks, and to our advertising partners websites. When you view or click on certain links available on our articles, our partners may compensate us for displaying the content to you or make a purchase or fill a form. This will not incur any additional charges to you. To make things simpler for you to identity or distinguish advertised or sponsored articles or links, you may consider all articles or links hosted on our site as a commercial article placement. We will not be responsible for any loss you may suffer as a result of any omission or inaccuracy on the website. .


Interesting AI project to predict quarterly earnings

AI for a new decade

Artificial intelligence is making great strides, and there are many passionate people working on it.

An interesting project is the investment algorithm of, which uses neural networks to predict the movement of some stocks on the days this stocks announce Quarterly Earnings.

As you may know, American companies explain their quarterly results 4 times a year. The consequence of these announcements means that sometimes the company’s stock rises or falls sharply if it exceeds analyst expectations or falls if, on the contrary, it disappoints them.

apple historic qtr earnings

Puzzletolife makes a Quantitative Analysis of the stocks, using several neural networks makes a prediction the day before the earnings are announced, trying to predict whether the results will be a positive surprise or not.

The team has told us that they use various types of neural networks (assembled in stacking), some aimed at analyzing the intrinsic value of the company and others to predict specific aspects such as volatility.

The team has been testing different NN architectures for years to find the best option. Among them they have tried types of reinforcement learning and even some oriented for images like CNN.

How to believe the results?

To build trust with the system, puzzletolife uploads the predictions of each day hashed with sha256 to its ethereum account, where they are recorded with a timestamp, to prove that they predict the day before to the earnings day.

We are going to explain an example to prove that the predictions they have are true.


We will pay attention to the bearish prediction OXFD for May 5 2020, if wehash [‘OXFD’] with sha 256 it comes out:


Which was recorded in this ethereum blockchain transaction on May 4


Blockchain transaction


You can see it in the “input data” field of that web (it can be open up), and you will read it in the “down” part of the json.

The good thing about the blockchain is that you can check the transactions content for yourself, even downloading the blockchain, or creating your own transaction inspector. If you don’t want to do all that, you can also use different websites.

Another is this: to see the input data on it (click view more, then view as UTF8)

On puzzletolife website you can check the results provided by the system, the team says that covid crisis volatility has altered stability and profitability, but they have several categories of predictions and provide information that can help a trader’s analysis, the website is not a financial advice.

To finish just add that the cost of watching the predictions is a subscription of 39.5 $ / Month. To be a subscriber also allows you check performance month by month.


This is a Sponsored Feature.

Global Banking & Finance Review


Why waste money on news and opinions when you can access them for free?

Take advantage of our newsletter subscription and stay informed on the go!

By submitting this form, you are consenting to receive marketing emails from: Global Banking & Finance Review │ Banking │ Finance │ Technology. You can revoke your consent to receive emails at any time by using the SafeUnsubscribe® link, found at the bottom of every email. Emails are serviced by Constant Contact

Recent Post