antoine amend
Sr Technical Director - Financial services at Databricks
data visionary leader , industry practitioner , financial service , big data world finalist , author , geek
data science architect , bridge gap engineering , data science devops , connecting people industrialise actionable data product transform business . provide colleague expertise enterprise architecture , commercial experience delivering data science production well solid understanding software design pattern passion highly scalable system .
Databricks
https://www.linkedin.com/company/databricks
Sr Technical Director - Financial services
New York, United States
https://media-exp1.licdn.com/dms/image/C560BAQHdKJTPzTL7og/company-logo_100_100/0/1625163879471?e=1655942400&v=beta&t=Rz6uDcWb7hQv-iMaAFdKz8uStd5x8TXBmh9oykwSKRU
Barclays
https://www.linkedin.com/company/barclays-bank
Director of data science
London, United Kingdom
https://media-exp1.licdn.com/dms/image/C4D0BAQHNxBh1Fv8Llw/company-logo_100_100/0/1621880392137?e=1655942400&v=beta&t=2KwkYGvw5RV0WmdnfqLdWNo3Fm6p45yrybsP5_XZ4AY
Barclays
https://www.linkedin.com/company/barclays-bank
Head of data and analytics
London, Royaume-Uni
https://media-exp1.licdn.com/dms/image/C4D0BAQHNxBh1Fv8Llw/company-logo_100_100/0/1621880392137?e=1655942400&v=beta&t=2KwkYGvw5RV0WmdnfqLdWNo3Fm6p45yrybsP5_XZ4AY
Barclays
https://www.linkedin.com/company/barclays-bank
Lead machine learning engineer
London, United Kingdom
https://media-exp1.licdn.com/dms/image/C4D0BAQHNxBh1Fv8Llw/company-logo_100_100/0/1621880392137?e=1655942400&v=beta&t=2KwkYGvw5RV0WmdnfqLdWNo3Fm6p45yrybsP5_XZ4AY
KPMG UK
https://www.linkedin.com/company/kpmg-advisory
Machine learning engineer
London, Royaume-Uni
https://media-exp1.licdn.com/dms/image/C4D0BAQE64WY1ENOMTg/company-logo_100_100/0/1640095778495?e=1655942400&v=beta&t=2jK3TkJGpwZW7l3t4r8t-_lmVROBGz-0bHImzHIgY2Q
TagMan
https://www.linkedin.com/company/tagman
Big data engineer
London, Royaume-Uni
https://media-exp1.licdn.com/dms/image/C510BAQGsorhmqJnloQ/company-logo_100_100/0/1519881372951?e=1655942400&v=beta&t=29ZjgPpUVT1UgqFG8gGZVVqCvgbE_rCp1TknPnY8YAU
Cambridge Technology Partners
https://www.linkedin.com/company/atos-consulting-switzerland
IT Consultant - Legal Interception - Big Data Engineer
Région de Genève, Suisse
https://media-exp1.licdn.com/dms/image/C4D0BAQGHGi4TCaeN7Q/company-logo_100_100/0/1548344787046?e=1655942400&v=beta&t=sSAqotKekbf9GJIDfsOjd3OPhfdaoxZBrPur0ym7Jvg
Cambridge Technology Partners
https://www.linkedin.com/company/atos-consulting-switzerland
IT Consultant - Sales Logistics System - Data Analyst
Région de Genève, Suisse
https://media-exp1.licdn.com/dms/image/C4D0BAQGHGi4TCaeN7Q/company-logo_100_100/0/1548344787046?e=1655942400&v=beta&t=sSAqotKekbf9GJIDfsOjd3OPhfdaoxZBrPur0ym7Jvg
Cambridge Technology Partners
https://www.linkedin.com/company/atos-consulting-switzerland
IT Consultant - Customer Experience Specialist
Région de Genève, Suisse
https://media-exp1.licdn.com/dms/image/C4D0BAQGHGi4TCaeN7Q/company-logo_100_100/0/1548344787046?e=1655942400&v=beta&t=sSAqotKekbf9GJIDfsOjd3OPhfdaoxZBrPur0ym7Jvg
astrophysics
Master degree
Université Louis Pasteur (Strasbourg I)
https://www.linkedin.com/school/universit%C3%A9-louis-pasteur-strasbourg-i-/
theoretical physics
License degree
Université Louis Pasteur (Strasbourg I)
https://www.linkedin.com/school/universit%C3%A9-louis-pasteur-strasbourg-i-/
Mastering Spark for Data Science
Packt Publishing
Data science seeks to transform the world using data, and this is typically achieved through disrupting and changing real processes in real industries. In order to operate at this level you need to build data science solutions of substance –solutions that solve real problems. Spark has emerged as the big data platform of choice for data scientists due to its speed, scalability, and easy-to-use APIs.

This book deep dives into using Spark to deliver production-grade data science solutions. This process is demonstrated by exploring the construction of a sophisticated global news analysis service that uses Spark to generate continuous geopolitical and current affairs insights. You will learn all about the core Spark APIs and take a comprehensive tour of advanced libraries, including Spark SQL, Spark Streaming, MLlib, and more.

You will be introduced to advanced techniques and methods that will help you to construct commercial-grade data products. Focusing on a sequence of tutorials that deliver a working news intelligence service, you will learn about advanced Spark architectures, how to work with geographic data in Spark, and how to tune Spark algorithms so they scale linearly.
https://www.packtpub.com/big-data-and-business-intelligence/mastering-spark-data-science
Finalist / Innovation Award - 2015 Big Data World Championships
TEXATA
As a finalist of the 2015 edition of big data world championship, I won the innovation award for my study in ITSM causality on CISCO network.
Placed in the top6 over 2500+ competitors - More info on http://www.texata.com
Finalist - 2014 Big Data World Championships
TEXATA
Placed in the top12 over 2'500+ competitors, I qualified for the big data world championships finals held in Austin - Texas. More info on http://www.texata.com
ML Registry
Enabling continuous delivery and improvement of Spark pipeline models through devops methodology and ML governance
https://github.com/aamend/ml-registry
Fuzzy Cognitive Map on Apache Spark
Using GraphX to detect possible causes and effects between time related events. We observe a true causation signal by generating random correlations over same events at different time and back propagate these scores to their most connected events. Finally, we extract the most probable causes and effects together with a score of aggressiveness (how likely an event could explain downstream effects) and sensitivity (how likely an event results from an upstream cause).
https://github.com/aamend/pathogen
Markov Clustering on mapreduce
Hadoop implementation of Markov chain clustering using a Levenshtein distance measure
https://github.com/aamend/hadoop-primitive-clustering
Input Split indexing on mapreduce
Create an Input Split indexing method to drastically improve map-reduce performance
http://www.codeproject.com/Articles/587383/InputSplit-indexing-on-Mapreduce
Radius::XMLParser
Perl module used to convert network RADIUS log files into XML format
http://search.cpan.org/dist/RADIUS-XMLParser
Education
Observatoire astronomique de Strasbourg
https://www.linkedin.com/company/observatoire-astronomique-de-strasbourg
Member of Teaching comittee
https://media-exp1.licdn.com/dms/image/C510BAQHe2O7_duWAdw/company-logo_100_100/0/1519906046002?e=1655942400&v=beta&t=OG38XaywBwTK7L9fSrr_pShgQRycMoHfWxsHboGle3g
Children
World Organization of the Scout Movement (WOSM)
https://www.linkedin.com/company/worldscouting
Director
https://media-exp1.licdn.com/dms/image/C4E0BAQFkQeRm2pyLKg/company-logo_100_100/0/1519888081119?e=1655942400&v=beta&t=Fx-7uEUsNFvdFIw-8ZNbHtDicfR5v6fv7M4xAy0EUQA
https://www.linkedin.com/in/craigagnello
Craig Agnello
Sr. Director, Financial Services at Databricks
New York, NY
https://www.linkedin.com/in/bill-dague
Bill Dague
Head of Alternative Data at Nasdaq
New York City Metropolitan Area
https://uk.linkedin.com/in/mattjpugh
Matthew Pugh
Regional Vice President at Databricks - I'm hiring!
London
https://www.linkedin.com/in/rpfitzer
Ralph Pfitzer
STAND WITH UKRAINE 🇺🇦 Strategic Sales Leader | FinTech Enterprise Sales | Delivering customer value with high performance Big Data and Machine Learning solutions @Databricks
New York, NY
https://www.linkedin.com/in/darrinmontague
Darrin Montague
Enterprise Account Executive at Databricks  (We are hiring!)
Rumson, NJ
https://www.linkedin.com/in/jessica-san-filippo-41430513
Jessica San Filippo
Enterprise Account Executive - Financial Services
New York, NY
https://www.linkedin.com/in/ihsuan-bruce-yang
I-Hsuan (Bruce) Yang
Member Of Technical Staff at Plus - hiring
Mountain View, CA
https://www.linkedin.com/in/uzair-razak-221555141
Uzair Razak
Technology Recruiter at CarMax
Richmond, VA
https://www.linkedin.com/in/afader
Andrew Fader
Empathetic Engineering Leader and Growth Hacker | Software Development Manager III at Discovery
New York, NY
https://www.linkedin.com/in/shekhar-agrawal-4b59854
Shekhar Agrawal
Senior Director Data Science at Oracle
Austin, Texas Metropolitan Area
https://www.linkedin.com/in/davebess
David Bess
Executive Technology Leader (Digital Transformation, Cloud Modernization, Emerging Technologies, Analytics)
Greater Phoenix Area
https://www.linkedin.com/in/karenwbailey
Karen Bailey
Head of Worldwide Financial Services Ecosystem Strategy
United States
https://www.linkedin.com/in/gregceccarelli
Greg Ceccarelli
EVP & GM, Pluralsight Flow | Tech optimist and occasional contrarian 🎩
San Francisco, CA
https://www.linkedin.com/in/kanakroy
Kanak Kanti Roy
Senior Data Science Engineer  | 👨‍💻
Santa Clara, CA
https://www.linkedin.com/in/jtordable
Javier Tordable
Technical Director at Google
Seattle, WA
https://www.linkedin.com/in/allenmark
Mark P. Allen
Enterprise Architecture | Cloud Computing | Analytics | Software Development | IT Operations
Olathe, KS
Valentin Murariu
      
          



            
              
        
              
  

    
        I have worked with Antoine on a lawful interception project at Orange involving Big Data technologies. Antoine was fast to start on this new stack and soon we had a fully functioning system based on MapReduce for batch processing of large data sets. Antoine not only has shown the ability to acquire new skill sets in a short time frame, but made the project a real-life laboratory to propose and experiment improvements - and I think this is his main asset: his attitude is of a can-do person, and I trust that any project with Antoine as a member is going to benefit from this.
I'd like to thank Junta Nakai, Antoine Amend, Chessa Vir, and Databricks for the opportunity to present open-source in finance and Morphir…
https://www.linkedin.com/signup/cold-join
Liked by Antoine Amend
Who came to Databricks FS Symposium in NY on March 15?14 of 15 largest banks in North America8 of 10 largest P&C insurers in US8 of 10 largest…
https://www.linkedin.com/signup/cold-join
Liked by Antoine Amend
Data science is evolving fast, and we’re looking for bright problem-solvers to join our team of talented tech analysts, developers, and engineers –…
https://www.linkedin.com/signup/cold-join
Liked by Antoine Amend
https://media-exp1.licdn.com/dms/image/C4D07AQFEpNmWwoQZqA/group-logo_image-shrink_92x92/0/1631008661441?e=1647691200&v=beta&t=JhNT2nXJ6fx8aZIKyCJIlcfE-Dv8b6Gi83Bk736TWCw
Initiative for Analytics and Data Science Standards (IADSS)
https://www.linkedin.com/groups/8679045
https://media-exp1.licdn.com/dms/image/C5107AQFJ2Gpc02Hq1g/group-logo_image-shrink_200x200/0/1631436902560?e=1647691200&v=beta&t=sypFBFYOR0nC_gVhJnozjdbz_OR7WU0JTRzv9huWLAk
Global Network for Consulting
https://www.linkedin.com/groups/89959
https://media-exp1.licdn.com/dms/image/C4D07AQH9_sx1fk6NzA/group-logo_image-shrink_200x200/0/1631375714984?e=1647691200&v=beta&t=vs1UuSgGoT3RGaZfrZJdlV4-Gon6CXUxYxKlri7G8-g
Université de Strasbourg
https://www.linkedin.com/groups/1595697
https://media-exp1.licdn.com/dms/image/C5607AQHUw-dGlXrdlA/group-logo_image-shrink_200x200/0/1631429001114?e=1647691200&v=beta&t=UIiD5G4udjFYnBCuujxENwC3kJ84um4QE2b9vmWkOIs
Data Science Collective
https://www.linkedin.com/groups/7483515
https://media-exp1.licdn.com/dms/image/C4D07AQEj9H024ZKJMw/group-logo_image-shrink_200x200/0/1631367380833?e=1647691200&v=beta&t=rWjIP5u5S_KWbQEBBwaYb18y2YH0CmAv1TPH_NoXRO4
Apache Spark
https://www.linkedin.com/groups/7403611
https://media-exp1.licdn.com/dms/image/C4D07AQE2hzq2JDp78Q/group-logo_image-shrink_200x200/0/1631373292938?e=1647691200&v=beta&t=i8UQW4Ck4Q94KS5fFRH57hlej5lAW2PgKAc7wX_THz0
Hadoop Developers
https://www.linkedin.com/groups/4472815
https://media-exp1.licdn.com/dms/image/C4D07AQHYaHIN6WjYnw/group-logo_image-shrink_200x200/0/1631357799914?e=1647691200&v=beta&t=srCPvszrytR4kB0rY9vFGXYJMdvm73Ta2z7qQzcubbk
Perl
https://www.linkedin.com/groups/106254
https://media-exp1.licdn.com/dms/image/C4E07AQEyCyreTimDFg/group-logo_image-shrink_200x200/0/1631380470382?e=1647691200&v=beta&t=H8tb-GTBMi2YexM0tZVpvcpPG9WNHN-Kbum6YTrJzLw
BigData Discussion Group
https://www.linkedin.com/groups/8188077
https://media-exp1.licdn.com/dms/image/C4E07AQEeY571GrOsAQ/group-logo_image-shrink_200x200/0/1631380405838?e=1647691200&v=beta&t=m817y-WQ052ubyfGZ7R8S2C7SdhFCXmrjYquYNEkj0I
Cyber Security & Data: Q&A's
https://www.linkedin.com/groups/6932763
https://media-exp1.licdn.com/dms/image/C4E07AQHezTp-zUGv3g/group-logo_image-shrink_92x92/0/1631002535746?e=1647691200&v=beta&t=fi2u7EZJXSJxpFyAJsSro5TBHvCW62zj7XjzoXC1rx4
Databricks Talent Community
https://www.linkedin.com/groups/12425166
https://media-exp1.licdn.com/dms/image/C5107AQH6Jt25-De4WA/group-logo_image-shrink_200x200/0/1631418583358?e=1647691200&v=beta&t=k-0y2OAFWGlE_9-qFToGdeqlQ52ZC21T6PozByKHN6Q
The Big Data Stack
https://www.linkedin.com/groups/8220328
https://media-exp1.licdn.com/dms/image/C4E07AQFyYie8XtPK6A/group-logo_image-shrink_200x200/0/1631379651400?e=1647691200&v=beta&t=Mb1ncSU-maA303jMNXppUrQaPF4pF5lvH0sQpmaihP8
Swiss Big Data User Group
https://www.linkedin.com/groups/4563891
https://static-exp1.licdn.com/sc/h/4h1ldzvvebtszyx75ve7dst1v
Hardcore Hadoop
https://www.linkedin.com/groups/4388443
https://media-exp1.licdn.com/dms/image/C4D07AQEwWOIHSZlKAQ/group-logo_image-shrink_200x200/0/1631371807610?e=1647691200&v=beta&t=5HaObM83eKgPEAEkmptMGGvhj_NjAFeoYp3DQvc_kYo
Algorithms and Data Structures Development
https://www.linkedin.com/groups/2717104