A.I.4Trading

ARTIFICIAL INTELLIGENCE TO SUPPORT THE TRADER

A.I.4TRADING is our FINTECH, which combines FINance and TECHnology to provide traders and investors with tools based on neural networks, to bring a new approach to market forecasts, “squeezing” data and information and improve the risk/return profile of investment and trading decisions.

AGS, forming the A.I. for the Trading team, has combined in a heterogeneous team its experience in Machine & Deep Learning with the expertise of Capital Markets professionals.

One of our team’s missions is to support banks, financial institutions, portfolio managers and commercial operators in integrating Artificial Intelligence into their investment processes, with a particular focus on deepening the available information.

We offer a complete set of solutions, and we can follow the customer in the entire process of innovation: from the hardware architecture to the study and definition of ad hoc algorithms and the implementation of applications for trading.

In addition to this, there are training courses in Machine, and Deep Learning applied to quantitative finance, dedicated and designed for Risk Manager, Portfolio Manager, Trader and Analyst, and courses of the Deep Learning Institute of Nvidia, taught by certified teachers.

THROUGH RECURRENT NEURAL NETWORKS YOU CAN:

  • VERIFY THE "NON-LINEAR" DYNAMICS BETWEEN DIFFERENT ASSETS.
  • IMPROVE THE CAPACITY AND COMPETITIVENESS OF TRADING BY ANALYSING ANOMALIES IN THE PRICING OF RELATED INSTRUMENTS (FROM INTEREST RATE CURVES TO CURRENCIES).
  • ANALYSE THE INVESTMENT STYLES OF ALTERNATIVE AND NON-LINEAR ASSETS, SUCH AS HEDGE FUNDS.
  • HIGHLIGHT ANOMALIES IN TRADING (VOLUMES, ACTORS, ALGORITHMS) AND OBTAIN WARNING SIGNALS.
  • PREDICT INVESTOR BEHAVIOUR AND DECISIONS (FLOWS).

A.I.4TRADING PLATFORM

A.I.4TRADING PLATFORM is a tangible example of our expertise in Artificial Intelligence, and Deep Learning applied to Finance, created to support Traders in various activities, including:

  • the search for "intraday" patterns and anomalies in the pricing of related assets;
  • Improve tactical asset allocation and medium-term forecasts.

The A.I.4Trading Platform consists of four modules:

MARKET CLOCK

This module focuses on Intraday forecasts. Using a series of increasingly complex models, it aims to provide the user with a description and possible forecasts of the outcome of the day for the activity under consideration.

FORECAST

We use Machine and Deep Learning tools to monitor the risk factors of an individual asset and predict its return. The output can be used for trading and as input for portfolio optimization.

CURVE VIEW

We apply a particular class of neural networks to increase the accuracy of standard value related instruments used in fixed income markets. Curve View can increase the accuracy of market making.

CROSS ASSET

The underlying relationships between resources are at the heart of this module. Several asset classes are analyzed together, providing relative value and systemic risk signals.

The data used are provided by Bloomberg

A.I.4TRADING ORGANIZES TRAINING COURSES FOR TRADER 4.0:

  • Python courses for Machine Learning
  • Fundamentals of Deep Learning for multiple data types
  • Fundamentals of Deep Learning for computer vision
  • Fundamentals of Deep Learning for natural language processing
  • Fundamentals of accelerated computing with CUDA C/C++
  • Workshops on specific topics in Finance

CONTACT OUR EXPERTS