Rudy P.-Data Science Consultant
Check rate
Experience
Data Science Consultant
Rudy Pastel Consulting
- 08/2021–now: Development of R packages and R-Shiny dashboards, maintenance and enhancement of the ETL software I developed
- 06/2023–12/2023: Migration of the codebase from R 3.6.3 to R 4.3.1
- 03/2019–07/2021: Development of an ETL software using R
- 02/2019–09/2019: Launch of a new product using R-Shiny
- 05/2018–09/2018 (Lowell Financial Services GmbH): Accountants now use the debt collection predictor I built through the GUI I developed
- 07/2018–08/2018 (Symrise AG): Redesign of modeling scripts into R packages
- 12/2019–01/2020 (Symrise AG): Development of a data-driven predevelopment tool with a GUI for flavor developers
- 11/2022–12/2022 (BDO AG): Review of a startup's R codebase as part of the technical due diligence team for a pharma giant
- 07/2023–09/2023 (BMW AG): Scientific and technology scouting for automated test case generation to validate cyber-physical systems
Technologies: R, devtools, testthat, roxygen2, httr, RCurl, Rmarkdown, R-Shiny, SQL, Git
Round-the-world trip
- Caribbean
- Southeast Asia
- Australia
- New Zealand
Cross-functional and cross-brand consulting, data analysis and development
Volkswagen Group — Data Lab
- Consulting for the marketing, accounting and after-sales departments
- Time series forecasting, outlier detection, association analysis
- Development of R packages and Shiny visualizations
- Mentoring and training new data scientists
- Coordination of over 10 data scientists (07/2015–07/2016)
- The intern I mentored was hired
Self-directed data science training
- Coursera, Udacity: Statistical Learning, Data Science for Business
- Machine Learning Summer School in IST Lisbon: HMM for NLP
- Science to Data Science Bootcamp in London
Technology consultant, test manager
Zielpuls GmbH
- At BMW: facilitated testing in the Connected Drive project
Intensive German courses
Model Developer, Polymer Engineering
BASF
- Developed a mathematical software solution based on reaction kinetics
PhD Researcher, Probability Theory
ONERA
- Calculated the collision probability between a satellite and space debris
Industry experience
See where this freelancer has spent most of their professional time.
Experienced in Automotive, Banking and Finance, Food and Beverage, Aerospace and Defense, Space Exploration, and Tourism.
Business area experience
See which departments and functions this freelancer has contributed to most.
Experienced in Research and Development, Business Intelligence, Product Development, Accounting, Marketing, and Information Technology.
Skills
R [8 Years]
Package Development
Shiny [8 Years]
Taught Success Methods
Git [8 Years]
Systematic Application
Sql [8 Years]
Etl Using R
Machine Learning
Statistics And Mathematics
Decision Trees
Random Forest
Support Vector Machine
Clustering
Nearest Neighbor Classification
Bagging
Cross-Validation
Statistics
Linear Regression
Logistic Regression
Elastic Net
Stochastics
Time Series Analysis
Probability Theory
Monte Carlo Simulation
Mcmc
Bayesian Filters
Data Mining
Apriori
Frequent Itemset Mining
Frequent Sequence Mining
Modeling
Bridging Business And Science Through Technology
Languages
Education
ONERA
PhD in applied mathematics · Applied mathematics · Paris, France
ENSTA ParisTech
Master of Engineering – Diplôme d’ingénieur, Modeling and numerical computation methods · Engineering · Paris, France
Statistics
Experience
Global experience
Expertise
Qualifications
Profile
Frequently asked questions
Have questions? Find more information here.
Rudy is based in Unterschleißheim, Germany.
Rudy speaks the following languages: French (Native), German (Advanced), English (Advanced), Spanish (Elementary).
Rudy has at least 18 years of experience. During this time, Rudy has worked in at least 8 different roles and for 5 different companies. The average length of individual experience is 2 years and 4 months. Note that Rudy may not have shared all experience and actually has more experience.
Based on recent experience, Rudy would be well-suited for roles such as: Data Science Consultant, Round-the-world trip, Cross-functional and cross-brand consulting, data analysis and development.
Rudy's most recent position is Data Science Consultant at Rudy Pastel Consulting.
In recent years, Rudy has worked for Rudy Pastel Consulting.
Rudy is most experienced in industries like Automotive, Banking and Finance, and Food and Beverage. Rudy also has some experience in Aerospace and Defense, Space Exploration, and Tourism.
Rudy is most experienced in business areas like Research and Development, Business Intelligence, and Product Development. Rudy also has some experience in Accounting, Marketing, and Information Technology.
Rudy has recently worked in industries like Automotive, Banking and Finance, and Food and Beverage.
Rudy has recently worked in business areas like Business Intelligence, Product Development, and Research and Development.
Rudy holds a Doctorate in Applied mathematics from ONERA and a Master in Engineering from ENSTA ParisTech.
The availability of Rudy needs to be confirmed.
Daily rate distribution
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Average rates for similar positions
Rates are based on recent contracts and do not include FRATCH margin.
The average daily rate is the mean of all daily rates from recent contracts of comparable freelancers on our platform.
The median daily rate is the middle value of all daily rates — half of comparable freelancers charge less, half charge more. Unlike the average, it is barely affected by outliers.
Calculated based on our freelancers’ daily rates as of 7 Sep 2026. Actual rates may vary depending on seniority level, experience, skill specialization, project complexity, and engagement length.
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