Antoine Sylvain

AnotherBrain is a startup developing a new type of AI, called bio-inspired (Organic AI).

The advantage of this approach is to offer AI that requires little training data, is energy-efficient, and explainable.

The Sound-Detector project consists of applying bio-inspired AI to the recognition of sound signals.

Determine if it is speech or music, and detect notes/phonemes.

The signal is processed to be broken down into significant elements, and to obtain a signature of the elements that allows them to be identified.

The commando team is responsible for intervening on cross-functional topics for market business teams to quickly implement solutions to their technical problems, or to rapidly develop tools that meet specific needs.

• VRT: development of a tool for dimension reduction on financial data, while maintaining a correlation between the reduced curve and the original curve.

• Olapy: Python tool for retrieving data from cross-platform hypercubes without going through the Microsoft interface.

The objective of the Confiance.AI program, which brings together the State and industrial partners, is to design and industrialize trustworthy artificial intelligence systems. Within this program, the EC5 project focused on trust in data, notably through the creation of a data platform and dedicated tools to guarantee data access and reliability for partners.

• Study of the respective comparative advantages of MongoDB and ElasticSearch/Opensearch

• Automation of the transfer and formatting of raw data to the centralized data platform

• Implementation of indices covering the different stages of a machine learning experiment (data, model, predictions) for different types of data (time series, images)

• Development of data quality control scripts

• Implementation of a data and machine learning experiment versioning system to enable reproducibility