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Added on March 9, 2023 10:16AM
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Replies: 0
Name: Alessandro Taglietti
Title: Data Scientist & Portfolio Manager
Country: Switzerland
Organization: Denarius Conseils & Gestion SA
Denarius Conseils & Gestion is an independent Investment Management firm based in Geneva, focusing on Portfolio Management and Multi-Family-Office services. We focus on active Investment strategies, with a strong expertise in Global Macro trading across multiple markets.
Awards Categories:
We are an independent Investment Management firm. Our investment style involves highly active trading across multiple markets (stocks, commodities, interest rates, forex, derivatives such as options and futures...). A key challenge for our portfolio managers was to simultaneously analyze all the markets we trade, detecting opportunities, patterns, and trends to generate investment ideas and define our macro view of the markets.
Without AI, we were forced to manually analyze each individual security, thus limiting the range of opportunities we could act on as well as our ability to explore interconnections between different markets. Furthermore, we also felt the need to have a centralized and collaborative environment for R&D, where we could test new quantitative models, validate them with data, and easily put them into production in order to make our investment process more systematic and disciplined.
We chose Dataiku because of my previous experience with the tool as a Consultant. I saw Dataiku as a perfect fit for Denarius because of the way it successfully combines ETL functionalities with an R&D environment where we can prototype and engineer models in Python. I am the main user and administrator of the tool; my primary role is that of Portfolio Manager and Trader, but I also act as the team's lead Data Scientist.
As an individual user, I have been able to accomplish all of my goals with the Community Edition, which I think exemplifies well the power of the tool. With Dataiku, I was able to develop an end-to-end platform performing the following tasks:
Thanks to Dataiku, I was able to develop a complex end-to-end platform, without the need to hire a dedicated software development team. Dataiku's flexibility to function in a fluid and rapidly evolving environment has also proved essential, as I had to experiment with multiple technology architectures:
Dataiku has had a major impact on our ability to scan multiple markets and make our investment process more systematic. Every night, Dataiku analyzes more than 3000 securities and markets for signals, patterns, and trends, producing a report for our traders indicating trends in key markets as well as highlighting securities that are attractive to trade. This has allowed us to have:
We have noticed a great improvement in our ability to invest thanks to the AI tools we developed using Dataiku:
Business Area: Analytics
Use Case Stage: In Production
Value Type:
Value Range: Thousands of $