Jana Jarecki
Technical Manager, AI Driven RWD Methodologies & Cross EU & Multimodal Data Science In Pharma
Basel, Basel-City, Switzerland
Summary
👤
Senior🎓
Top SchoolJana Jarecki is a Technical Manager and behavioral data scientist with 11+ years applying statistical learning and ML to complex, high-dimensional longitudinal and multimodal data in academia and pharma. She specializes in probabilistic modeling, causal inference, and time-series approaches to forecast individual behavior from sensors, EHRs, digital traces and choice tasks, turning theory-driven models into interpretable, actionable RWE for regulatory and product decisions. A PhD-trained cognitive modeler, Jana has led interdisciplinary agile teams, published extensively, and built production-ready R tooling (including an extendable cognitive modeling toolbox and semi-automated reporting software) used across research projects. Her work uniquely blends rigorous Bayesian and frequentist methods with practical data engineering, FAIR documentation, and UX-informed study design, enabling early detection and adaptive systems in digital health. She values clear structure, reproducible code, and visual communication, and brings hands-on expertise in R, Python, C++, Git, and Shiny to bridge research and industry impact.
11 years of coding experience
PhD, Cognitive Science / Cognitive Modeling, PhD, Cognitive Science / Cognitive Modeling at Max Planck Institute for Human DevelopmentBachelor's degree, Economics, Bachelor's degree, Economics at Ludwig-Maximilians-Universität München
Github Skills (129)
sublime-text10
github-integration9
r-package9
r8
journal8
variable-selection8
machine-learning-models8
knitr7
spss7
thunderbird7
graphic7
latex7
git7
rmarkdown7
reproducible-research7
Programming languages (12)
Github contributions (5)
Contributions:10 pushes, 1 branch in 6 years 5 months
JanaJarecki/The-influence-of-sample-size-on-preferences-from-experience
Jul 2020 - Nov 2024
Contributions:14 pushes, 1 branch in 4 years 4 months
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.