17.11.2025 aktualisiert
100 % verfügbar
Data Scientist with expertise in Python, Machine Learning and Business Intelligence
Heidelberg, Deutschland
Nur Remote
MSc in Biological SciencesÜber mich
I am a freelancing Data Scientist with a background in consulting and academic science. I enjoy tackling complex problems and I have project experience in Machine Learning, Automation, Data Processing and many more. Python is my second language! (actually it was Latin, but I like Python much better)
Skills
Akademisches SchreibenData AnalysisBusiness IntelligenceUnternehmensberatungCloud ComputingVertragsmanagementDateninfrastrukturData WarehousingVersuchsplanungForecastingPythonMachine LearningProjektmanagementPredictive ModellingVisualisierung
Data Analysis & Visualization
Expertise in data exploration, analysis and visualization using Python, SQL, PowerBI and Qlik. Creation of interactive dashboards and data storytelling for business insights.
Machine Learning
Development of predictive models, statistical analysis from regression to advanced machine learning algorithms. Experience with time series forecasting and large language models.
Data Infrastructure
Implementation of data warehousing solutions both on-premise and in cloud environments. Experience with Docker, Git, and cloud computing platforms for robust data infrastructure.
Business Intelligence
Strategy consulting regarding data infrastructure and business intelligence solutions. Communication of complex data insights to stakeholders.
Project Management
Acquisition and management of data science projects. Experience in structuring and guiding contract management in professional environments.
Scientific Research
Experimental design and statistical analysis using various models from mixed-effects to machine learning. Scientific writing in peer-reviewed contexts.
Software Development
Development of data processing tools and implementation of sensor-based systems using technologies like Raspberry Pi.
Expertise in data exploration, analysis and visualization using Python, SQL, PowerBI and Qlik. Creation of interactive dashboards and data storytelling for business insights.
Machine Learning
Development of predictive models, statistical analysis from regression to advanced machine learning algorithms. Experience with time series forecasting and large language models.
Data Infrastructure
Implementation of data warehousing solutions both on-premise and in cloud environments. Experience with Docker, Git, and cloud computing platforms for robust data infrastructure.
Business Intelligence
Strategy consulting regarding data infrastructure and business intelligence solutions. Communication of complex data insights to stakeholders.
Project Management
Acquisition and management of data science projects. Experience in structuring and guiding contract management in professional environments.
Scientific Research
Experimental design and statistical analysis using various models from mixed-effects to machine learning. Scientific writing in peer-reviewed contexts.
Software Development
Development of data processing tools and implementation of sensor-based systems using technologies like Raspberry Pi.
Erfahrung
Berufserfahrung0 - 5 Jahre
Freelancer seit2025
Sprachen
DeutschMutterspracheEnglischverhandlungssicherSpanischgut
Projekthistorie
I developed calculation software for internal use for a medium-sized logistics company in order to optimize processes within the company. In addition, I designed a new website for the company and hosted the calculation software on AWS.
For a private equity-led company, I carried out data migration from one internal software program to another. This involved cleaning up large amounts of data for duplicates and errors, as well as migrating it quickly and efficiently using specially programmed code. As part of the project, I led a team of several company employees who helped with the cleanup and migration. Regular reports had to be prepared for management, where targeted and well-thought-out communication was essential.
I was working for a logistics company to optimize various route planning and personnel deployment solutions. To this end, I developed complex algorithms and consolidated various data sources via AWS using cloud computing.