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Tobias Bauer

Tobias Bauer

Senior Data Scientist

private | Switzerland

Technologies

My Portfolio Highlights

My New Track

SQL Fundamentals

A data storyteller, deliverer of actionable insights and data-based recommendations.

My Work

Take a look at my latest work.

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Time Series Analysis in R

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Introduction to Data Visualization with Matplotlib

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Introduction to Importing Data in R

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Intermediate Importing Data in R

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Introduction to Data Visualization with Seaborn

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Python Toolbox

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Introduction to Functions in Python

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Introduction to Importing Data in Python

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Merging DataFrames with pandas

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Unsupervised Learning in R

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Intermediate SQL Queries

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Plotly Tutorial: Plotly and R

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Data Manipulation with pandas

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Introduction to Power BI

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Understanding Cloud Computing

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Data Modeling in Power BI

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DAX in Power BI

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Intermediate Data Modeling in Power BI

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Intermediate DAX in Power BI

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DAX Functions in Power BI

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Intermediate SQL

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Introduction to ChatGPT

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Multiple and Logistic Regression in R

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Spatial Analysis with sf and raster in R

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Introduction to the Tidyverse

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Introduction to Version Control with Git

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Introduction to R

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Modeling with Data in the Tidyverse

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Intermediate R

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Cleaning Data in R

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Introduction to Python

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Data Visualization with ggplot2 (Part 1)

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Intermediate Python

My Certifications

These are the industry credentials that I’ve earned.

Other Certificates

Google Coursera Agile Project Management

DataCamp Course Completion

Take a look at all the courses I’ve completed on DataCamp.

My Work Experience

Where I've interned and worked during my career.

self-employed | Sep 2022 - Present

Career transition and continued data science upskilling

Career transition and continued data science and education analytics: • DataCamp: top 1% of all learners in 2023 – Python, SQL and Power BI • Google Coursera: Agile & Scrum project management certification 2024
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Procter & Gamble Int. Operations, Geneva, Switzerland | Apr 2019 - Aug 2022

Senior Manager Analytics & Insights (Consumer & Market Knowledge)

• Modelling of KPIs, data analysis, applied statistics, AI and machine learning • Leading business analytics in commercial projects: Defining opportunities, acquiring business questions, definition of success criteria, learning plan design and providing solutions • Communication of actionable insights and recommendations to all levels of management • Design of PowerBI dashboards for 9 European markets, providing interpretation & tech support • Product testing, customer & market research: quantitative & qualitative testing of product acceptance, claims and benefits with consumers including volume forecasting • Agile cross-functional working teams

self-employed - for Proteros Biosciences GmbH, Munich, Germany | Aug 2018 - Feb 2019

Bioinformatics Consultant / Product Owner

• Contracted drug-target research with a team of 4 scientists in parallel to work at dkfz • First point of contact, project manager, and scientific advisor

German Cancer Research Center (dkfz) | Nov 2013 - Feb 2019

Sr. Scientist (PostDoc) Bioinformatics & Subproject leader

• Design and implementation of data science projects, conducting applied statistical and machine learning/AI in foundational cancer research in multi-disciplinary collaborations • Analytical thinking and problem-solving: exploring new solutions on unknown research territory • Interpretation & publication of research results

German Cancer Research Center (dkfz) | Nov 2011 - Oct 2013

Scientist (PostDoc) Bioinformatics

• Applied machine learning and statistics in genetic cancer research • Method development of ensemble classifiers and Software engineering (R-packages) • Publication of scientific results and teaching (R, genomics & expression analysis)

My Education

Take a look at my formal education

PhD (Dr. rer. nat.) in Computational Biology in Bioinformatics & Molecular GeneticsRuperto-Carola University, Heidelberg, Germany | 2011
Master (diploma) in BiologyJohannes-Gutenberg University, Mainz, Germany | 2005

About Me

Tobias Bauer

As a Data Scientist and Analyst with experience in academia and industry, my greatest asset is recognizing patterns in data, gaining actionable insights, answering the relevant questions and identifying opportunities.

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