16.01.2025 aktualisiert
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Data Scientist & Full-Stack Developer with a PhD in Theoretical Physics
Berlin, Deutschland
Weltweit
PhD in Theoretical PhysicsSkills
HTMLJavaScriptAPIsAmazon Web ServicesAutomatisierungBig DataC++CSSEpidemiologieCloud ComputingContinuous IntegrationD3.JsDatenvisualisierungDevOpsDjango
Data Science and Machine Learning
Decade-long expertise in scientific computing libraries such as numpy, scipy, pandas, polars, scikit-learn, pytorch. Proficient in developing machine learning models and conducting big data analyses. Consulted the German government on COVID-19 mitigation strategies.
Software Development
Full-stack development skills with proficiency in Python, C++, JavaScript, and various SQL dialects. Experience with web technologies and frameworks like Django, HTML, and CSS. Wrote multiple open-source libraries that are being actively used (github.com/benmaier/netwulf, github.com/benmaier/tacoma, github.com/benmaier/binpacking).
Mathematical Modeling
Strong background in developing mathematical models for complex systems, particularly in epidemiology and social dynamics. Experienced with HPC clusters.
Cloud Computing and DevOps
Familiarity with AWS services and version control systems like git. Experience with CI tools and server administration on various operating systems.
Data Visualization and Presentation
Skilled in creating concise, presentations of analysis insights using custom web reporting (D3.js, Three.js) or automated PPTX generation. Additionally proficient in tools like LaTeX, MS Office suite, and various graphic design software.
API Development and Integration
Experience working with APIs from platforms such as OpenAI, Spotify, and Wikipedia. Capable of integrating diverse data sources into analytical workflows.
Decade-long expertise in scientific computing libraries such as numpy, scipy, pandas, polars, scikit-learn, pytorch. Proficient in developing machine learning models and conducting big data analyses. Consulted the German government on COVID-19 mitigation strategies.
Software Development
Full-stack development skills with proficiency in Python, C++, JavaScript, and various SQL dialects. Experience with web technologies and frameworks like Django, HTML, and CSS. Wrote multiple open-source libraries that are being actively used (github.com/benmaier/netwulf, github.com/benmaier/tacoma, github.com/benmaier/binpacking).
Mathematical Modeling
Strong background in developing mathematical models for complex systems, particularly in epidemiology and social dynamics. Experienced with HPC clusters.
Cloud Computing and DevOps
Familiarity with AWS services and version control systems like git. Experience with CI tools and server administration on various operating systems.
Data Visualization and Presentation
Skilled in creating concise, presentations of analysis insights using custom web reporting (D3.js, Three.js) or automated PPTX generation. Additionally proficient in tools like LaTeX, MS Office suite, and various graphic design software.
API Development and Integration
Experience working with APIs from platforms such as OpenAI, Spotify, and Wikipedia. Capable of integrating diverse data sources into analytical workflows.
Sprachen
DeutschMutterspracheEnglischverhandlungssicher
Projekthistorie
Development of full-stack solutions for automated big data processing based on methods from statistical and mechanistic modelling as well as artificial intelligence. Specialized in Python incl. data stack, C++, JS and SQL dialects.
Full-stack development and implementation of algorithmic investment products. Dev work in Python, JS, OracleDB, Matlab.
Research on epidemic spreading processes in human systems, mainly infectious disease modeling and data analysis regarding the COVID-19 pandemic. Supervised students, managed research projects, and developed in Python, C++, and JS.