Michelle Fribance

Bis 2022, Research Assistant, Fraunhofer IISB
Erlangen, Germany

Fähigkeiten und Kenntnisse

Excel
Project Management
Data analytics
Python
SQL
Art & Design
CNC Programming
PLC Programming
Productivity Optimization
Predictive Maintenance
Product Development
Process Modelling
Simulation Modeling
Machine Learning
Data visualisation
Dashboards
Artificial intelligence
Natural Language Processing (NLP)
Data Science
Data Analysis
Process Analysis
Python programming
GitHub

Werdegang

Berufserfahrung von Michelle Fribance

  • 1 year and 6 months, Dec 2020 - May 2022

    Research Assistant

    Fraunhofer IISB

    As a member of the Data Analytics group of the Intelligent Energy Systems department, I was responsible for: - hyperparameter optimization of machine learning models for the prediction of stability in DC networks - the creation, analysis, and presentation of results of machine learning models - the preparation of power data from DC networks for use in machine learning methods - the creation of interactive dashboards in Tableau - supporting the development of scientific publications

  • 5 months, Oct 2019 - Feb 2020

    Technical Product Design Engineering Intern

    Siemens Healthineers Innovation Think Tank

    Market and technical research Technical product design including requirements engineering Project coordination for existing products as well as strategic business development for new products

  • 6 months, Aug 2018 - Jan 2019

    Operational Excellence Working Student

    Siemens AG

    In the Motors and Large Drives Operational Excellence department of Siemens AG, primarily was responsible for data analytics for predictive maintenance Also developed presentations for external site visitors and supported department through various other operational tasks

  • 5 years and 8 months, Jan 2012 - Aug 2017

    Thematic Sculpture & Production Planning

    Whitewater West Inc.

    Sculpting of waterpark theme elements, training new hires, & technical aid for 2D graphics design Promoted to production planning gaining first experience with ERP Took secondary role in production optimization project in which field research was done to determine a quality issue cause by analyzing galvanization process. Solution implemented resulted in annual savings upwards of $100,000 Terminated employment amicably with internship contract for future engineering degree in Germany

  • 1 year and 4 months, Aug 2010 - Nov 2011

    Thematic Sculptor & Airbrush Artist

    Art Attack Inc.

    Sculpting of theming elements for theme parks as well as painting of final products. Created CAD designs for use with the automated hotwire machines using 2D vectographics programs. Gained leadership experience under lead production manager of sculpting and painting department.

Ausbildung von Michelle Fribance

  • 2 years and 2 months, Oct 2022 - Nov 2024

    Information Systems

    Friedrich-Alexander-Universität Erlangen-Nürnberg

  • 3 years and 11 months, Oct 2017 - Aug 2021

    Business & Engineering

    Hochschule für angewandte Wissenschaften Würzburg-Schweinfurt

    Digital Business & Business Intelligence Advanced Data Analytics Electrical Engineering & Modeling / Simulations

  • 1 year and 11 months, Sep 2008 - Jul 2010

    Theater Production

    MacEwan University

    Props creation and department management Electrics & Lighting design and management Costume design and management

  • 11 months, Sep 2007 - Jul 2008

    Fine Arts

    MacEwan University

    Drawing, painting, sculpture, photography, graphic design

  • 11 months, Sep 2006 - Jul 2007

    Design Foundations

    MacEwan University

    Drawing, painting, graphic design, photography, miniature modeling for architecture and design

Sprachen

  • English

    C2 (Verhandlungssicher / Muttersprachlich)

  • German

    A1-A2 (Grundkenntnisse)

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