Jakob Kuemmerle

MSc Machine Learning & Data Science at Northwestern University
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Contact Information
us****@****om
(386) 825-5501
Location
Greater Chicago Area
Languages
  • German Native or bilingual proficiency
  • English Full professional proficiency
  • Spanish Full professional proficiency
  • Chinese Professional working proficiency
  • Swedish Limited working proficiency

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Credentials

  • Certified Data Scientist
    StackFuel
    Jul, 2023
    - Oct, 2024
  • Scholarship Holder - Fulbright
    Fulbright Association
    May, 2023
    - Oct, 2024
  • China Scholarship Program Nomination
    Studienstiftung des deutschen Volkes
    Apr, 2020
    - Oct, 2024
  • Scholarship Holder - German Academic Scholarship Foundation
    Studienstiftung des deutschen Volkes
    Aug, 2018
    - Oct, 2024
  • Carlo-Schmid Fellow
    Carlo Schmid Netzwerk für internationale Politik & Zusammenarbeit e.V.

Experience

  • Northwestern University
    • United States
    • Higher Education
    • 700 & Above Employee
    • MSc Machine Learning & Data Science
      • Sep 2023 - Present

  • Mercedes-Benz AG
    • Germany
    • Motor Vehicle Manufacturing
    • 700 & Above Employee
    • Data Scientist and Project Manager - Human Resource Analytics
      • Oct 2020 - Aug 2023

      - conceptualizing and developing a statistical simulation based on a multivariable regression model to predict employee fluctuation and improve personnel planning accuracy- leading a cross-functional team to establish the HR KPI Dashboard, a reporting and analysis tool that provides the Mercedes-Benz Board of Management with steering-relevant KPIs- coordinating a group of digitalization experts across departments to collaborate on process automation, data science strategy and visualization methods Show less

    • Work Assignments as Corporate Student - IT
      • Aug 2017 - Sep 2020

      Project 1: Project Management for IT Infrastructure of international R&D locations, Process Optimization.Project 2: System Engineering for Flash and Encode, supporting the development of a Testautomation.Project 3: Agile Project Management for IT Sales and developing Dashboard Prototypes to enable Business Intelligence.

  • MBition
    • Germany
    • Software Development
    • 700 & Above Employee
    • Thesis Student - Data Analytics & AI
      • Feb 2020 - Jun 2020

      - Bachelor Thesis: Understanding Vehicle System and User Behavior through Analysis of Field User Interaction Data - Large scale Data Mining project following the CRISP-DM framework with a focus on sequential pattern algorithms - Bachelor Thesis: Understanding Vehicle System and User Behavior through Analysis of Field User Interaction Data - Large scale Data Mining project following the CRISP-DM framework with a focus on sequential pattern algorithms

  • Baden-Wuerttemberg Cooperative State University (DHBW)
    • Germany
    • Higher Education
    • 500 - 600 Employee
    • Student Assistent in Research Laboratory
      • Aug 2019 - Jan 2020

  • Omeida Chinese Academy
    • China
    • Higher Education
    • 1 - 100 Employee
    • Chinese Intensive Language Course
      • Nov 2019 - Dec 2019

  • Mercedes-Benz Group China
    • China
    • Motor Vehicle Manufacturing
    • 700 & Above Employee
    • V2X Autonomous Driving & Data Analysis
      • Aug 2019 - Nov 2019

      - analyzing and prioritizing V2X autonomous driving use cases - developing web app with API interface to visualize the data of traffic incidents - participating in quantitative research study regarding accident patterns on Chinese suburban roads - analyzing and prioritizing V2X autonomous driving use cases - developing web app with API interface to visualize the data of traffic incidents - participating in quantitative research study regarding accident patterns on Chinese suburban roads

  • Mercedes-Benz AG
    • Germany
    • Motor Vehicle Manufacturing
    • 700 & Above Employee
    • Holiday Work in Production Assembly
      • Jul 2016 - Aug 2016

  • WALTER EWAG
    • Germany
    • Machinery Manufacturing
    • 100 - 200 Employee
    • Holiday Work as Warehouse Clerk
      • Jun 2014 - Jul 2014

Education

  • Northwestern University
    Master of Science - MS, Machine Learning & Data Science (MLDS)
    2023 - 2024
  • Baden-Wuerttemberg Cooperative State University (DHBW)
    Bachelor of Science - BS, International Management for Business and Information Technology
    2017 - 2020
  • Karlstad University
    Semester abroad
    2019 - 2019

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