The Project

The customer, a professional investor and consultant in the stock and ETF trading market, sought to minimize risk and maximize profits. To achieve this, they partnered with them to develop an AI-driven decision support solution capable of providing price growth predictions based on probability analysis.

The result is an advanced AI-powered platform, available on both web and mobile, designed to equip investors and traders with comprehensive stock and ETF insights. The platform features detailed graphs and key indicators, including Power ML.

Power ML is a proprietary indicator leveraging machine learning algorithms to assess investment potential. By incorporating both technical and fundamental analysis, it calculates the probability of price movement and assigns an investment attractiveness score on a scale from -10 to 10.

To further enhance decision-making, Altabel’s team developed an Emulation feature, enabling users to test basic trading strategies and evaluate the effectiveness of their selected parameters when choosing stocks.

The platform also integrates a Long Short-Term Memory (LSTM) neural network, independently developed by our engineers, to improve predictive accuracy. Additionally, both the web and mobile versions include a watchlist, allowing users to track and monitor selected assets over time.

Technologies

Python, CatBoost, Keras, Tensorflow, Node.JS, Javascript, Express.JS, VueJS, Mysql and MongoDB, React.JS, TypeScript.js

Team

DDT, 2 developers, Data Scientist, QA, PM, Product Manager, 2 financial analysts