Data Science Consultant

9/2020 – offen

• Mentor in Machine Learning, Deep Learning, Python and BI to promote the incorporation of women in technology

Data Science, Statistik (allg.), Azure Databricks, Datenanalyse, Microsoft Power BI, Scikit-learn, Git, Python, Amazon Web Services (AWS), Lehrprogramme

3/2020 – 6/2021

• Developed proof of concept for recommendations with web-tracking information stored in GCP for an international media company
• Prepared and conceptualized the workshop ‘Big Data on AWS’ (AWS, S3) and Airflow
• Developed a proof of concept for anomaly detection with autoencoders

Amazon Web Services (AWS), Data Science, Datenanalyse, Deeplearning4j, Git, Google Cloud, Python, Reporting, Scikit-learn, SQL*Plus

7/2018 – 2/2020

• Detected anomalies in machine performance, time series analysis and classification (LSTM) for an international biotech company
• Supervised data pipeline from Impala Hadoop to Tableau visualizations,
established KPIs for a multinational engineering company
• Achievement: gained an international company as a regular customer

Apache Hadoop, Data Science, Datenanalyse, Deeplearning4j, Git, Python, Rekurrentes Neuronales Netzwerk (RNN), Reporting, Scikit-learn, SQL, Tableau

2/2013 – 12/2016

• Statistical design of experiments, data analysis, A/B and non-parametric testing
• Project management of 1 work package with 8 partners from 6 countries to meet 2 milestones, 2 reports to the European Commission, and 3 documents for non-technical ethic commissions

Statistik (allg.), Datenanalyse, Reporting, Datenmodellierung, Projektmanagement (IT), Testing (IT)

6/2007 – 1/2013

• Modeled data with linear and logistic regressions, PCA, 2-way ANOVA, A/B and non-parametric testing
• Developed strategic project design and project management to reach goals

Reporting, Datenanalyse, Datenmodellierung, Lineare Regression, Logistische Regression, Projektmanagement (IT), Statistik (allg.), Testdesign (IT)