Freelancer profile translated to English.
Back to original languageAbout Jonas
As a freelance Data Scientist, I gain meaningful, reliable, and actionable insights from data in a sharp, conscientious, and responsible manner. I leverage my extensive experience in econometrics, machine learning, and software development to offer comprehensive solutions in data mining and predictive machine learning. My core competence is Time Series Forecasting.
My current tech stack
- Python, R, SQL, Unix, MS Excel
- Pandas & Polars, LightGBM, Keras/TensorFlow, Optuna, Tidyverse, NumPy
- Git, GitHub, DVC, Conda, PyCharm
- AWS (S3, EC2, SageMaker)
I look forward to exciting projects and a successful collaboration!
German
Native or bilingual
English
Native or bilingual
Remote only
Primarily works remotely
Experience
- Jonas Send Data ScienceData ScientistSeptember 2024 - Today (1 year and 9 months)Munich, Germany- Conception, development, and deployment of machine learning solutions- Leading data-driven project meetings- Technical sparring partner
- TNG Technology ConsultingSoftware ConsultantMarch 2022 - August 2024 (2 years and 6 months)Munich, Germany- Test-driven Java software development for critical infrastructure- Focus on software architecture
- Global Economic Research at UniCredit Bank AGResearch InternJune 2016 - August 2016 (3 months)Munich, Germany- Research assistant in Global Economic Research- Conception and implementation of new metrics for labor market fluctuations and financial cycles
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Education
- Dr. oec. publ.Ludwig Maximilian University of Munich2022Doktor der Volkswirtschatfslehre Schwerpunkt Spieltheorie
- M.Sc. EconomicsStockholm University2017Schwerpunkt Time Series Forecasting und Labour Economics