Julien Budynek

Julien Budynek Email and Phone Number

VP Data Science at Fieldbox - AI for industry @ Fieldbox
bordeaux, nouvelle-aquitaine, france
Julien Budynek's Location
Greater Bordeaux Metropolitan Area, France
Julien Budynek's Contact Details
About Julien Budynek

Expert at building an Engineering and Data Science team, and delivering with a rigourous and data-driven approach. I love to address concrete questions that have real-world impact, to explore and innovate, and to resolve the pain points of internal and external stakeholders.With a strong scientific and technical background, I enjoy being innovative and creative when designing and developing solutions. I am also deeply interested in helping people exploit their potential.I can carry out a Data/AI audit for you, as a BPIfrance-certified expert.20+ years experience in data science, with ability to adapt and lead in different cultures (startup & SMEs, consulting, US & Europe).I managed a team of 50 data scientists and software engineers through 2020 and 2021.I used machine learning in 1998 to classify facial expressions and co-authored a paper about it. In 2001 I made a billing program written in C run 100 times faster. In 2005 I worked on optimizing postal delivery routes using genetic algorithms. I used generative AI in 2016 to create impactful and original marketing email subjects.Keywords: artificial intelligence, data science, programming, engineering management (remote and onsite), data mining, machine learning, predictive analytics, evolutionary computation, recommendation algorithms, optimization, simulation, big data, project management, innovation.

Julien Budynek's Current Company Details
Fieldbox

Fieldbox

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VP Data Science at Fieldbox - AI for industry
bordeaux, nouvelle-aquitaine, france
Website:
fieldbox.ai
Employees:
79
Julien Budynek Work Experience Details
  • Fieldbox
    Vp Data Science
    Fieldbox Jan 2023 - Present
    Bordeaux, Nouvelle-Aquitaine, France
    Hands-on steering, supervision and delivery of Data Science subjects. Reporting to CEO.Core data subjects: Time series, Computer vision, NLP / LLM.Core scientific questions: scarce and unbalanced data, models explainability, hybrid modeling ML/OR/Control/Physics.Core use cases: predictive maintenance, anomaly detection, setpoint recommendation, object detection.I enjoy: solving, building and optimizing, scientific methodology, best practices identification, capitalization and communication, cross-team expertise building, enabling engineers and data scientists to work together and deliver the best possible solution within constraints.
  • Fieldbox.Ai
    Head Of Labs
    Fieldbox.Ai Jan 2022 - Dec 2022
    Bordeaux, Nouvelle-Aquitaine, France
    I managed Fieldbox Labs, the R&D department of the company, with the objective of building software assets, scientific methodologies and processes that advance the state-of-the-art and accelerate project delivery. The team made several peer-reviewed publications and open-source contributions.I taught Data Science courses to last-year Engineering students at ENSEIRB-MATMECA.
  • Fieldbox.Ai
    Head Of Engineering & Data Science
    Fieldbox.Ai Jan 2020 - Dec 2021
    Bordeaux Area, France
    Engineering manager of a 50 people cross disciplinary technical team composed of Software Engineers and Data Scientists.In a tech-enabled services company, I contribute to building teams, assets, tools and processes that accelerate project delivery.I also deal with operational subjects such as capacity planning and staffing for optimal resource allocation and skills building.Grew and nurtured the engineering & data science team to 50 people in 18 months, mostly remotely.Structured the team into data lab, mle/mlops, data project delivery, software engineering.Pioneered and implemented the "Squads" approach: multidisciplinary teams focused on a subject for best impact.
  • Fieldbox.Ai
    Head Of Data Science
    Fieldbox.Ai Sep 2018 - Jan 2020
    Bordeaux Area, France
    FieldBox.ai helps industrial companies improve their operational efficiency with artificial intelligence.
  • Addinsoft
    Coo
    Addinsoft Mar 2017 - Jun 2018
    Bordeaux Area, France
    Hired strong talent in a challenging market.Structured the customer support team and workflow, to provide better, faster support as well as solid internal organization.Built and analyzed usage log database, leading to better, data-driven understanding of users.Created proof of concept of XLSTAT and R integration leading to the launch of a successful new product.Championed software development best practices and tools, aiming at improving software quality.Internal consulting to R&D, engineering, commercial and marketing managers.Addinsoft develops XLSTAT, the most complete data analysis, machine learning and statistical solution available for Microsoft Excel.
  • Np6
    Vp Data Science
    Np6 Jul 2016 - Mar 2017
    Bordeaux Area, France
    Management of the Data Science team at NP6 after the acquisition of Ezakus.Championed Data Science activities in the organization.Predictive models to address customer engagement and emailing questions (propensity to open, click, churn, based on behavioral and CRM data).Product recommendation engine based on past purchases.NLP Deep Learning email subject generator.Two fun examples not in training set: "X€ offerts dans votre magasin de décoration" / "Autocuiseur officiel pour M/Mme Untel"
  • Ezakus
    Vp Data Science
    Ezakus Jul 2012 - Jun 2016
    Bordeaux Area, France
    VP Data Science, member of Ezakus' Founding Team.Management of the Data Science team.Coordination of activities to create and operate a high performance, scalable machine learning workflow dealing with predictive modeling in the digital advertising ecosystem (pretargeting).Formulation of the question to be studied, design of the most pragmatic approach to data collection, model building, and results evaluation.Predictive modeling to evaluate propensity to visit a website, to click or to convert (supervised learning).Product recommendation (collaborative filtering based on purchase co-occurrences).Audience extension by look-alike modeling using navigation and CRM data (supervised learning).Financial valuation of profiles for bidding in RTB (supervised learning).Elaboration and delivery of the Data Science roadmap.Hiring of Data Scientists, grew the team to 8 people.Ezakus provides predictive targeting display campaigns to major advertisers. Ezakus is a pioneer of Pretargeting, offering the very first performance based upper-funnel marketing solution for brands and merchants.
  • Capgemini Technology Services
    Project Manager
    Capgemini Technology Services Sep 2010 - Jun 2012
    Bordeaux Area, France
    Project Manager (Java/J2EE/GIS) for a French government agency - management of road traffic events in France.
  • Icosystem
    Project Manager
    Icosystem Feb 2004 - Aug 2010
    Greater Boston Area
    Complexity science, predictive analytics consulting and software project management for high profile private clients (Europe/USA)Managed the company's biggest project for a european postal organization, dealing with creation and interactive optimization of postal delivery routes.Launch of nymbler.com - Baby name suggestion website.
  • Resonate Mp4
    Cto
    Resonate Mp4 Jan 2003 - Jan 2004
    Paris Area, France
    Services and consulting.Design, specification and implementation of software solutions related to digital video and audio, around MPEG-4.Worked with telecom and media companies (EMI, Orange).
  • Cap Gemini Telecom France
    Project Leader
    Cap Gemini Telecom France Jan 2001 - Dec 2002
    Paris Area, France
    Maintenance of a billing and customer care system. Optimization by a factor 100.
  • Eurobios
    Software Engineer
    Eurobios Sep 1999 - Jan 2001
    Paris Area, France
    Software projects/predictive analytics. Employee #1.
  • Atr
    Researcher
    Atr Jul 1998 - Dec 1998
    Nara, Japan
    Publication: Michael J. Lyons, Julien Budynek & Shigeru Akamatsu. Automatic Classification of Single Facial Images, IEEE PAMI, 1999, Vol. 21, N° 12, 1357-1362.
  • Andersen Consulting (Accenture)
    Developer
    Andersen Consulting (Accenture) Mar 1998 - Jun 1998
    Paris Area, France
    Web-based game: "Les aventures de Léa"

Julien Budynek Skills

Data Science Artificial Intelligence Computer Science Machine Learning Project Management Hiring Software Engineering Programming Data Mining Data Visualization Big Data Software Development Optimization Algorithms Distributed Systems Data Analysis Java R C++ Python Management Team Leadership Swarm Intelligence Simulation Software Predictive Analytics Agent Based Modeling

Julien Budynek Education Details

Frequently Asked Questions about Julien Budynek

What company does Julien Budynek work for?

Julien Budynek works for Fieldbox

What is Julien Budynek's role at the current company?

Julien Budynek's current role is VP Data Science at Fieldbox - AI for industry.

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What schools did Julien Budynek attend?

Julien Budynek attended École Polytechnique, Télécom Paris.

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Julien Budynek has skills like Data Science, Artificial Intelligence, Computer Science, Machine Learning, Project Management, Hiring, Software Engineering, Programming, Data Mining, Data Visualization, Big Data, Software Development.

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Julien Budynek's colleagues are Sonia Tabti, François Vedrenne, Antsa Ratsimanohatra, Peter Von Campe, Arthur Pot, Yannick Leroy, Diana Baltrusaitis Abreu 🇺🇦.

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