Tom Bertalan
Data Scientist @ Amgen | Mechanistic+ML modeling and control for biomanufacturing
- Role
- Data Scientist at Amgen
- Location
- Boston, MA, US
- LinkedIn followers
- 500 followers
About Tom Bertalan
I’m a data scientist and modeling engineer specializing in physical AI, mechanistic…
Experience
Data Scientist
Nov 2024 — Present · Cambridge, MA, US
I develop dynamic mechanistic and machine learning (ML) hybrid models to accelerate biomanufacturing processes, focusing on both downstream unit operations and upstream bioreactor modeling. My work combines first-principles modeling with data-driven approaches to build in silico models that optimize process design and efficiency.
Education
Princeton University
Doctor of Philosophy (PhD)
2012 — 2017
Princeton University
Master of Arts
2012 — 2014
University of Alabama
Bachelors of Science
2008 — 2012
Skills
- Scikit-Learn
- Statistics
- Neuroscience
- University Teaching
- Chemical Engineering
- Mathematica
- Experimental Design
- Statistical Data Analysis
- Microsoft Office
- Matlab
- Scientific Writing
- Research
- Simulations
- Research and Development (R&D)
- Machine Learning
- Nonlinear Dynamics
- Robotics
- Powerpoint
- Microsoft Word
- Probabilistic Models
- Microscopy
- Data Mining
- Numpy
- Science
- Mathematics
- Teamwork
- Python
- Scipy
- Data Analysis
- Chemistry
- Artificial Intelligence
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