Robin Steinkühler - Consultant, Data Science & Engineering

Q: Where is Robin based?

Robin is based in Berlin, Germany .

Q: What languages does Robin speak?

Robin speaks the following languages: German (Advanced), English (Advanced), Dutch (Elementary) .

Q: How many years of experience does Robin have?

Robin has at least 2 years of experience. During this time, Robin has worked in at least 3 different roles and for 3 different companies . The average length of individual experience is 1 year and 10 months . Note that Robin may not have shared all experience and actually has more experience.

Q: What is Robin's latest experience?

Robin's most recent position is Consultant, Data Science & Engineering at valantic Digital Finance GmbH .

Q: What companies has Robin worked for in recent years?

In recent years, Robin has worked for valantic Digital Finance GmbH , Maastricht University , and Freelance .

Q: Which industries is Robin most experienced in?

Robin is most experienced in industries like Professional Services , Banking and Finance , and Information Technology (IT) . Robin also has some experience in Education .

Q: Which business areas is Robin most experienced in?

Robin is most experienced in business areas like Business Intelligence , Finance , and Information Technology (IT) . Robin also has some experience in Research and Development (R&D) .

Q: What is Robin's education?

Robin holds a Bachelor in Business Analytics from Maastricht University and a Bachelor in Sport Sciences from Goethe University Frankfurt .

Recommended expert

Berlin, Germany

Experience

Aug 2023 - Jun 2025

1 year 11 months

Berlin, Germany

Consultant, Data Science & Engineering

valantic Digital Finance GmbH

Bridged business and engineering for enterprise finance clients, designing data products and cloud pipelines in Python, SQL Server, SAP Datasphere, and Tagetik
Conceived, built, and containerised a Python/FastAPI universal connector that syncs SAP S/4HANA and other SQL/NoSQL sources to Tagetik, deployed on Google Cloud Run and Microsoft Azure, cutting a critical 90-minute data load to approximately 80 seconds (65× faster)
Architected a medallion-layer SQL Server warehouse ingesting approximately 500 GB/day from 11 ERP instances, automating daily refreshes (full load under 6 minutes) and freeing 20–30 finance staff from days of manual data consolidation
Led cross-functional workshops to design enterprise EPM target architecture for a leading Southeast-Asian telecom (CAPEX, OPEX, revenue), translating requirements into data-model specifications and integration blueprints now being built by the client’s implementation team
Delivered selected projects including a consolidated data & reporting warehouse for a global manufacturer (10 k+ employees), NFI reporting for an international management & technology consultancy, and CAPEX/OPEX planning for a Southeast-Asian telecom (20 k+ employees)

Feb 2023 - May 2023

4 months

Maastricht, Netherlands

Research Assistant, Department of Data Analytics

Maastricht University

Modelled a supermarket as a graph network and coded a probabilistic Python simulator that generated over 50 k privacy-safe shopping journeys to advance fraud-detection research
Prototyped LSTM-based fraud-detection models on the synthetic data, raising fraud-prediction F1 from 0.7 to 0.89 compared to baseline methods

Jan 2023 - Aug 2023

8 months

Data Consultant

Freelance

Built a web-based Dash app that provided a €2 M architecture firm its first-ever reporting capability, surfacing cash-flow, margin, and vendor-spend KPIs in minutes instead of manual Excel lookups
Coded a Python scraper that collected and anonymised ~50 k product records from four e-commerce sites, delivering clean datasets powering a university course on predictive-pricing models

Industries Experience

See where this freelancer has spent most of their professional time. Longer bars indicate deeper hands-on experience, while shorter ones reflect targeted or project-based work.

Experienced in Professional Services (2.5 years), Banking and Finance (2 years), Information Technology (2 years), and Education (0.5 years).

Professional Services

Banking and Finance

Information Technology

Education

Business Areas Experience

The graph below provides a cumulative view of the freelancer's experience across multiple business areas, calculated from completed and active engagements. It highlights the areas where the freelancer has most frequently contributed to planning, execution, and delivery of business outcomes.

Experienced in Business Intelligence (2.5 years), Finance (2 years), Information Technology (2 years), and Research and Development (0.5 years).

Business Intelligence

Finance

Information Technology

Research and Development

Summary

Cross-functional problem-solver who owns the full data lifecycle from scoping the business question to deploying dashboards, predictive models, and automated pipelines. Fluent in Python, SQL, and cloud-native APIs, I stitch together analytics, AI, and engineering so clients walk away with answers, not just code. I thrive where challenges are open-ended, stakeholders are diverse, and success is measured in real-world outcomes.

Recent impact: architected and shipped a medallion-layer data warehouse across 11 subsidiaries (10 k + employees), wiping out manual spreadsheet consolidation and releasing finance teams for higher-value analysis.

Skills

Languages: Python, Sql, R, Java (Basic)
Data & Ml: Pandas, Numpy, Scikit-learn, Tensorflow, Keras, Pytorch, Networkx
Visualization & Bi: Python (Dash, Streamlit), Power Bi, Tableau
Cloud / Devops: Google Cloud Run, Azure, Docker, Git/github, Azure Devops
Dbms: Postgresql, Sql Server, Oracle
Gis (Basic): Qgis, Arcgis

Languages

German

Advanced

English

Advanced

Dutch

Elementary

Education

Sep 2020 - Jun 2023

Maastricht University

Bachelor of Science, Business Analytics · Business Analytics · Maastricht, Netherlands · 1.0 / 8.5

Oct 2016 - Sep 2020

Goethe University Frankfurt

Bachelor of Arts, Sport Sciences · Sport Sciences · Frankfurt, Germany · 1.3 / 8.0

Profile

Created

November 2025

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Frequently asked questions

Do you have questions? Here you can find further information.

Where is Robin based?

Robin is based in Berlin, Germany.

What languages does Robin speak?

Robin speaks the following languages: German (Advanced), English (Advanced), Dutch (Elementary).

How many years of experience does Robin have?

Robin has at least 2 years of experience. During this time, Robin has worked in at least 3 different roles and for 3 different companies. The average length of individual experience is 1 year and 10 months. Note that Robin may not have shared all experience and actually has more experience.

What roles would Robin be best suited for?

Based on recent experience, Robin would be well-suited for roles such as: Consultant, Data Science & Engineering, Research Assistant, Department of Data Analytics, Data Consultant.

What is Robin's latest experience?

Robin's most recent position is Consultant, Data Science & Engineering at valantic Digital Finance GmbH.

What companies has Robin worked for in recent years?

In recent years, Robin has worked for valantic Digital Finance GmbH, Maastricht University, and Freelance.

Which industries is Robin most experienced in?

Robin is most experienced in industries like Professional Services, Banking and Finance, and Information Technology (IT). Robin also has some experience in Education.

Which business areas is Robin most experienced in?

Robin is most experienced in business areas like Business Intelligence, Finance, and Information Technology (IT). Robin also has some experience in Research and Development (R&D).

What is Robin's education?

Robin holds a Bachelor in Business Analytics from Maastricht University and a Bachelor in Sport Sciences from Goethe University Frankfurt.

What is the availability of Robin?

Robin is immediately available for suitable projects.

What is the rate of Robin?

Robin's rate depends on the specific project requirements. Please use the Meet button on the profile to schedule a meeting and discuss the details.