Head Of Ai Department
CurrentManage a Research Team in Machine Learning application to the Business domains covered by the company- Conduct Research with lusis team and universities- Train and Explore new methods and technologies (research articles, mathematical theory, frameworks, ...)- Application to production systems In 2019 CentraleSupelec and Lusis have signed off a Research University Chair for 4 years, with 2 PhDs, 3 Professors, 30 students and 5 AI Lusis team to drive research, provide datasets, frameworks and business knowledge. The two domains covered by the chair are : - Trading strategies- Fraud fightingSome of the research projects handled by our team, mainly with Deep Learning:- Predictions of market trend direction- Trading strategies portfolio optimization- Learning full trading strategies with deep reinforcement learning- Time-series patterns extraction and classifications- Recognition of patterns on market time-series- Music Recommender System for Selling and Streaming- Credit card fraud detection- Production of Sentiment Indicators (Natural Language Processing)- Translating any "SMS – like" quick instruction into formal ones that can be processed by a software- Optimizing the selection of customers to be taken in book- Improved schedule predictions on European freight
