Aurélie Ferron

Data Scientist at Lexware
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Contact Information
Location
Berlin Metropolitan Area, DE
Languages
  • English Native or bilingual proficiency
  • French Native or bilingual proficiency
  • German Limited working proficiency
  • Italian Limited working proficiency
  • Spanish Limited working proficiency

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Max Heiliger

Aurélie has a skillset so broad and deep, it is hard to put it into a short recommendation. While working together, we faced many impediments and other challenges, and more often than not, it was her level-headedness, her ability to come back to the basics and start anew that moved our environment ahead and let our teams prosper. Aurélie's value for any organization can not be overstated. I, for one, am deeply grateful I had the chance to work with and learn from Aurelie, and I'm sure I will carry the knowledge she shared with me until I retire.

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Credentials

  • Introduction to Machine Learning I
    FrauenLoop
    Apr, 2020
    - Sep, 2024
  • PSM II
    Scrum.org
    Oct, 2019
    - Sep, 2024
  • PSM I
    Scrum.org
    Mar, 2018
    - Sep, 2024

Experience

    • Germany
    • Software Development
    • 100 - 200 Employee
    • Data Scientist
      • Jul 2023 - Present
    • Germany
    • Financial Services
    • 1 - 100 Employee
    • Data Scientist
      • Jan 2023 - Apr 2023
    • IT Services and IT Consulting
    • Data Scientist
      • Apr 2021 - Jul 2022

      - Generated actionable insights from peekd data for a variety of clients and industries. I translated big data into digestible and understandable action items for a non-tech-savvy audience. - Ran complex SQL queries to fetch relevant data (out of terabytes available) from S3 buckets - Designed and implemented my own time series project to predict demand using prophet, ARIMA, deep neural networks, RNNs, LSTMs - Built dashboards to automatically query and visiualise data - Worked with internal stakeholders and clients to identify opportunities for leveraging peekd data to drive business value - Applied both statistical techniques and machine learning approaches to build puipelines in regards to a wide variety of business problems. One big project was to predict e-commerce sales in the whole Electronics industry in Germany Show less

    • Germany
    • Travel Arrangements
    • 200 - 300 Employee
    • Agile Coach
      • Aug 2018 - Jun 2020
    • Germany
    • Think Tanks
    • 1 - 100 Employee
    • Co-founder
      • Sep 2016 - Dec 2018

      Innovative and user-centered thinking, while striving for sustainability – this is how solutions can emerge that do not only thrill people but are also eco-friendly and socially equitable. In line with this approach, we, at Protellus, use the Design Thinking methodology and complementary concepts to support businesses in finding answers to complex questions. Innovative and user-centered thinking, while striving for sustainability – this is how solutions can emerge that do not only thrill people but are also eco-friendly and socially equitable. In line with this approach, we, at Protellus, use the Design Thinking methodology and complementary concepts to support businesses in finding answers to complex questions.

    • Business Development Consultation - Business Plan and Strategy creation
      • Jan 2017 - Jul 2017

      DeDeelkelder is a Dutch startup which aims to create a sharing space in appartement building for tools. A business plan and strategy were created for them, as well as an sustainability impact analysis. DeDeelkelder is a Dutch startup which aims to create a sharing space in appartement building for tools. A business plan and strategy were created for them, as well as an sustainability impact analysis.

    • India
    • Information Services
    • 1 - 100 Employee
    • Lean Startup and Scrum Consultation - Innovation Zone
      • Sep 2016 - Jan 2017

      Using the Lean Startup methodology, we validated and invalidated a various number of hypotheses to help Capgemini understand the position of their Innovation Zone in their company. Tools used: Lean Canvas, Javelin Board, Scrum, Innovation Accounting, Design Thinking. Using the Lean Startup methodology, we validated and invalidated a various number of hypotheses to help Capgemini understand the position of their Innovation Zone in their company. Tools used: Lean Canvas, Javelin Board, Scrum, Innovation Accounting, Design Thinking.

    • United States
    • Computers and Electronics Manufacturing
    • 1 - 100 Employee
    • User Researcher
      • Feb 2016 - May 2016

      User research for Design Thinking project - 4 months. "Redesign the cinema of tomorrow". User research, observation, synthesis, and empathy design. The findings were used in an IDEO workshop. User research for Design Thinking project - 4 months. "Redesign the cinema of tomorrow". User research, observation, synthesis, and empathy design. The findings were used in an IDEO workshop.

    • Germany
    • Think Tanks
    • 1 - 100 Employee
    • Design Thinking Project - Connected Mobility
      • Sep 2015 - Feb 2016

      Design Thinking project - 6 weeks. "Redesign the experience of mobility for car drivers in the contexts of connected cars. " Design Thinking project - 6 weeks. "Redesign the experience of mobility for car drivers in the contexts of connected cars. "

    • United States
    • Technology, Information and Internet
    • 1 - 100 Employee
    • Growth Hacker - Intern
      • Aug 2014 - Feb 2015

Education

  • SPICED Academy
    Data Science, Data Science
    2020 - 2020
  • Utrecht University
    Master of Science - MS, International Economics and Business
    2016 - 2017
  • Hasso Plattner Institute
    Basic and Advanced Track, Design Thinking
    2015 - 2016
  • Université Paris Dauphine
    Bachelor of Science - BS, Science of Organization and Markets, speciality in Management
    2010 - 2014

Community

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