App: AroniSmartInvest
Developer: AroniSoft LLC
Genres: Finance, Productivity

AroniSmartInvest™  is a simple, cost effective and yet powerful machine learning tool at the disposal of the individual or any savvy investors for making an informed choice of stocks to invest in on a short term basis.  At the same time, it provides other features to support the core function of :
 * stock segmentation and market profile analysis;
 * stock portfolio  management, and 
 * sentiment and text analytics,  data science and machine learning;
 that may help assess market dynamics and conditions.

There is a pervasive belief that no one can predict the performance of the stock market and hence make profit out of the prediction. The latest financial market dynamics have reinforced that belief. Still, investment decisions are made everyday and financial analysts, investors whether individuals, investment clubs, or corporations, and fund managers must make decisions to invest in given stocks and equities. 
 Unfortunately, despite available resources and solutions, most investors still realize the limitations in existing solutions to address their basic needs. It is estimated that savvy investors spend or waste most of their time trying to figure out how to narrow down the number of candidate stocks to buy or sell.  Each tool has its value, but all have essentially serious basic limitations.
 Usually individual investors or financial analysts are left on their own, either to choose a tool or to come up with their own tools. Relevant tools may be a blackbox with limited input from the analyst or complex to use. But more importantly, very few tools address the basic fundamental question most investors have: where to turn, start, and stop in selecting key stocks on which to focus. 

  Such tools may be too expensive for an individual investor or too simplistic, with criteria and information available to everyone else, so that the competitive advantage is lost. That is where AroniSmartInvest ™comes in.

Simply put, AroniSmartInvest™  will help stock investors to select a few potential winning stocks, on which to further focus. In simple steps easy to setup, the tool creates segments of stocks based on proven success factors for a stock and the latest performance metrics.

The tool also integrates other information freely available in the public. But the strength of the tool lies in the ability to sift through thousands of stocks, and create homogenous groups of stocks, that we call Stock Segments. Each group has its own historical and current performance, but most importantly includes fewer stocks. AroniSmartInvest™ is able to perform a historical and a monthly market profile analysis on a selected stock. The investor is then able to focus on the small number of the stocks in a given segment. The tool further identifies a smaller number of the most promising stocks within a given segment.

AroniSmartInvest  has an optimized Text and Sentiment Analysis module.  The reasons for this module are related to the need of our customers and the savvy investors to harness the power of new technologies. One of the consequences of the advances in new technologies is the increasing prominence of BigData, Machine Learning, and Sentiment analytics.

Using AroniSmartInvest™ Text and Sentiment Analytics module, it is possible to create a folder containing RSS entries, ready to be processed by AroniSmartLytics™ Text Processing module. AroniSmartLytics™ Text Processing module will process RSS content and create a file in a user friendly “aroni” format. 
 From there, the analyst and the savvy investors will extract information and insights needed to make decisions using adhoc analytical skills and statistical models, such as unstructured Text mining, Bayesian Network, Econometrics, and Regression.

Ultimately, AroniSmartInvest™  combines advanced Stock Segmentation, Sentiment and Text Analytics, Bayes Network Models, and Machine Learning, to advance informed stock market and investment research by savvy investors and stock market experts.

Release notes:
*Revision of the application with optimized machine learning, stock segmentation, Bayesian Network,  and text analytics algorithms
*Improved portfolio management module and stock charting in Stock Segmentation and Stock Profile modules
*Selection of all proposed stocks to watch along with short term growth and long term growth stocks.