Fabrice Daniel

Head of AI Department at LUSIS
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Contact Information
us****@****om
(386) 825-5501
Location
Paris, Île-de-France, France, FR
Languages
  • English -
Skills

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Credentials

  • Deep Learning Specialization
    Coursera
    Feb, 2018
    - Nov, 2024
  • Machine Learning
    Coursera
    Mar, 2016
    - Nov, 2024
  • Practical Machine Learning
    Coursera
    Mar, 2016
    - Nov, 2024
  • Developing Data Products
    Coursera
    Feb, 2016
    - Nov, 2024
  • Regression Models
    Coursera
    Nov, 2015
    - Nov, 2024
  • Statistical Inference
    Coursera
    Oct, 2015
    - Nov, 2024
  • Reproducible Research
    Coursera
    Jun, 2015
    - Nov, 2024
  • Exploratory Data Analysis
    Coursera
    Mar, 2015
    - Nov, 2024
  • Getting and Cleaning Data
    Coursera
    Mar, 2015
    - Nov, 2024
  • R Programming
    Coursera
    Mar, 2015
    - Nov, 2024
  • The Data Scientist’s Toolbox
    Coursera
    Mar, 2015
    - Nov, 2024

Experience

  • LUSIS
    • France
    • Software Development
    • 1 - 100 Employee
    • Head of AI Department
      • Jun 2017 - Present

      Manage 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… Show more Manage 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 fighting Some 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

    • Head of Financial Technology Department
      • 2006 - May 2017

      Several Front to Back Brokerage Platforms for FX, Futures, Equities, CFDs, SpreadBet - Project Management - Business Proposals/Negotiations - Features Design and Functional Specifications - Functional and Technical Advising - Negotiate and organize production operations and SLA 2006 : FX, CFD, Equities, Futures trading platform for a Bank in Switzerland 2011 : FX Trading Platform for a UK FX Broker 2010 : FX Market Maker Platform for a Bank in Belgium and… Show more Several Front to Back Brokerage Platforms for FX, Futures, Equities, CFDs, SpreadBet - Project Management - Business Proposals/Negotiations - Features Design and Functional Specifications - Functional and Technical Advising - Negotiate and organize production operations and SLA 2006 : FX, CFD, Equities, Futures trading platform for a Bank in Switzerland 2011 : FX Trading Platform for a UK FX Broker 2010 : FX Market Maker Platform for a Bank in Belgium and Luxemburg 2012 : FX, CFDs, SpreadBet Trading Platform and Asset Management Platform for a major Broker in UAE Platform directly connected to more than 60 LPs including : Goldman Sachs, CITI, Deutsche Bank, BankOfAmerica, Nomura, JP Morgan, HSBC, BNP, Société Générale, Barclays, Standard Chartered, CommerzBank, State Street, UBS, Crédit Suisse, Royal Bank of Scotland + a variety of non bank liquidity providers (Hotspot, Fastmatch, Integral, Lucera... ) Connections to post trade notification systems : 360T, MarkitServ, Traiana, RTNS

  • LUSIS
    • France
    • Software Development
    • 1 - 100 Employee
    • Project Manager
      • 2004 - 2005

      Front to Back Trading Platform on FX and Futures for an Irish Broker

    • Consultant
      • 2003 - 2004

      Gestitres : Risk management expertise for an online equity brokerage platform

  • OZA
    • Consultant
      • 2001 - 2002

      Aurel Leven : Capture Functional Expertise of a derivative trading and market making platform (mainly on options) Filinks : FIX OMS design and integration recommendation

    • Consultant
      • 2000 - 2001

      Natexis Capital : Design a new OMS managing the FIX International Order Routing

  • OZA
    • R&D Consultant
      • 1998 - 1999

      Sagem : Research on advanced systems in a R&D unit Sagem : Research on advanced systems in a R&D unit

  • OZA
    • Consultant
      • 1996 - 1997

      SNCF : Develop new features related to new commercial offers for train ticket machines SNCF : Develop new features related to new commercial offers for train ticket machines

Education

  • Le Mans Université
    Engineer's degree, Microprocessor, MicroElectronic, Computer Science with speciality in Artificial Intelligence
    1993 - 1995

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