Maria Mircea
Scientist BioAI at BioNTech SE
Cologne Bonn Region Germany
Summary
👤
Senior🎓
Top SchoolMaria Mircea is a computational scientist with nine years of experience at the nexus of machine learning, mathematics, and quantitative biology, currently developing AI-driven solutions for individualized cancer therapy at BioNTech. With a PhD in Physics and a strong background in dynamical systems, she has led a scientific machine learning team and advanced techniques like PINNs, Universal Differential Equations, invertible and Bayesian neural networks for parameter estimation and biological discovery. Her postdoctoral work combined modelling and single-cell data analysis to uncover metabolic pathways in brown adipose tissue, and she has taught deep learning and mathematical modelling courses. Comfortable moving between theory and application, she pairs rigorous mathematical training with hands-on experience in agent-based models, random matrix theory, and single-cell RNA-seq, and brings proven leadership mentoring PhD students and supervising multidisciplinary projects.
9 years of coding experience
2 years of employment as a software developer
Graduate Exchange Student, Mathematics, Graduate Exchange Student, Mathematics at Universidad Nacional de ColombiaDoctor of Philosophy - PhD, Physics, Doctor of Philosophy - PhD, Physics at Leiden UniversityMaster of Science - MS, Mathematics, Master of Science - MS, Mathematics at Technical University MunichBachelor of Science - BS, Mathematics, Bachelor of Science - BS, Mathematics at Technical University of Munich
German, Romanian, Spanish, English
Github Skills (28)
computational-biology8
systems-biology8
modeling8
sbml8
biology8
bioinformatics8
pde8
pysb7
assembler7
transcriptomics7
scientific-machine-learning7
operator7
paddle7
nlp6
natural-language-processing6
Programming languages (3)
Github contributions (5)
Siliegia/SIGMA
Mar 2021 - Dec 2021
Contributions:30 commits, 21 pushes, 3 comments in 9 months
Siliegia/galoislattice
May 2017 - Jun 2017
Contributions:8 commits, 19 pushes, 1 branch in 1 month
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.