Profilbild von Macarena BeigierBompadre DATA SCIENCE CONSULTANT, PROJECT MANAGER, RESEARCHER AND PROJECT MANAGER aus

Macarena Beigier-Bompadre

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Letztes Update: 06.09.2022

DATA SCIENCE CONSULTANT, PROJECT MANAGER, RESEARCHER AND PROJECT MANAGER

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Sprachkenntnisse: deutsch (gut) | englisch (gut) | spanisch (gut)

Dateianlagen

C_CV_MBeigier.pdf

Skills

  • I worked with an international biotechnology product development company detecting anomalies in machine performance (predictive maintenance), classifying products using machine learning, and time series analysis and classification using deep learning (LSTM).
  • For a multinational engineering company I analyzed data from the production line to detect inconsistencies, supervised the pipeline from Impala Hadoop-stored data to Tableau visualizations, generated complex Tableau visualizations and created new features.
  • I gave full training courses in Machine Learning and Deep Learning at the Monterrey IT Cluster (CII.IA), Monterrey, Mexico and prepared full courses in Machine Learning, Neural Networks and Deep Learning (theory and practical notebooks).
  • I built expertise in data and statistical analysis applied to data from patients.
  • I modeled biological data with linear and logistic regressions, principal component analysis, ANOVA, 2-way ANOVA, and non-parametric tests.
  • I performed gene expression analysis with Bioinformatic tools.
  • I developed strategic project design and management achieving project goals and milestones in time.
  • I applied innovative technological approaches to study infectious diseases introducing techniques from other research fields.

Projekthistorie

01/2018 - 01/2020
DATA SCIENCE CONSULTANT
ANCUD IT

ANCUD IT, Berlin

* I worked with an international biotechnology product development company
detecting anomalies in machine performance (predictive maintenance), classifying
products using machine learning, and time series analysis and classification using
deep learning (LSTM).
* For a multinational engineering company I analyzed data from the production line
to detect inconsistencies, supervised the pipeline from Impala Hadoop-stored data
to Tableau visualizations, generated complex Tableau visualizations and created
new features.
* I gave full training courses in Machine Learning and Deep Learning at the
Monterrey IT Cluster (CII.IA), Monterrey, Mexico and prepared full courses in
Machine Learning, Neural Networks and Deep Learning (theory and practical
notebooks).

01/2013 - 12/2016
PROJECT MANAGER
EU TANDEM Consortium

EU TANDEM Consortium, Berlin

* Coordination of one work package that included 8 partners from 6 countries to
meet 2 milestones, 9 deliverables, 4 internal reports, 2 reports to the European
Commission, 3 documents for ethic commissions, and shipment of 44 patient
samples.

01/2007 - 01/2013
RESEARCHER AND PROJECT MANAGER
Max-Planck-Institute for Infection Biology

Max-Planck-Institute for Infection Biology, Berlin

* I built expertise in data and statistical analysis applied to data from patients.
* I modeled biological data with linear and logistic regressions, principal
component analysis, ANOVA, 2-way ANOVA, and non-parametric tests.
* I performed gene expression analysis with Bioinformatic tools.
* I developed strategic project design and management achieving project goals
and milestones in time.
* I applied innovative technological approaches to study infectious diseases
introducing techniques from other research fields.
* I supervised staff.

01/2005 - 12/2006
RESEARCHER
ALEXANDER VON HUMBOLDT FOUNDATION; Friedrich-Alexander University

Friedrich-Alexander University, Erlangen

* Considered to be among the most prestigious fellowships in Germany.
* I performed data and statistical analysis of human responses to infection.

Reisebereitschaft

Verfügbar in den Ländern Deutschland

Sonstige Angaben

I am a Data Science consultant with project management expertise, and also excel at data visualization and communication. I have developed ML algorithms for manufacturing, automotive, and health - and upskilled talents to become ML engineers.
Profilbild von Macarena BeigierBompadre DATA SCIENCE CONSULTANT, PROJECT MANAGER, RESEARCHER AND PROJECT MANAGER aus DATA SCIENCE CONSULTANT, PROJECT MANAGER, RESEARCHER AND PROJECT MANAGER
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