Guilherme Fraga

Angestellt, Condition Monitoring Specialist, Nordex Energy GmbH
Hamburg, Germany

Fähigkeiten und Kenntnisse

Engineering
Project management
Data Analysis
Machine Learning
Python
focus
Compromise
Quality
Projekte
Condition Monitoring

Werdegang

Berufserfahrung von Guilherme Fraga

  • Current 5 years and 9 months, since Oct 2020

    Condition Monitoring Specialist

    Nordex Energy GmbH

  • 8 months, Oct 2018 - May 2019

    Predictive Maintenance Intern and Master Thesis

    Senvion GmbH

    Master’s thesis in cooperation with Senvion. Using real data of sensors, an algorithm was developed in Python to create a solution of Predictive Maintenance. Worked in the entire machine learning lifecycle: automated data collection, cleaning and formation; exploratory data analysis; feature engineering; model selection; training; hyperparameter tuning; testing; and deployment.  The concept has been introduced to the condition monitoring system and presented a big potential to reduce maintenance costs.

  • 2 years and 9 months, Apr 2014 - Dec 2016

    Project Engineer

    Hope Consulting / Petrobras

  • 2 years and 8 months, Aug 2011 - Mar 2014

    Drilling Engineer | Data Analyst

    Hope Consulting / Petrobras

  • 11 months, Sep 2010 - Jul 2011

    Intern

    Petrobras

  • 2 years and 1 month, Aug 2008 - Aug 2010

    Undergraduate Researcher

    CNPq - National Council for Scientific and Technological Development

Ausbildung von Guilherme Fraga

  • 1 year and 9 months, Oct 2017 - Jun 2019

    Master Mechanical Engineering

    Technische Hochschule Lübeck

  • 2016 - 2017

    Supply Chain Management

    MITx

    https://micromasters.mit.edu/scm/

  • 4 years and 7 months, Jan 2007 - Jul 2011

    Petroleum Engineering

    Pontifical Catholic University of Rio de Janeiro

    https://www.puc-rio.br/english/aboutpuc/rankings.html

Sprachen

  • Portuguese

    C2 (Verhandlungssicher / Muttersprachlich)

  • English

    C1 (Fließend)

  • Spanish

    B1-B2 (Gute Kenntnisse)

  • German

    B1-B2 (Gute Kenntnisse)

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