Alexander Fengler

Principal Data Scientist

Providence, Rhode Island, United States
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Summary

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Senior
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Top School
Alexander Fengler is a Principal Data Scientist with 11 years of experience applying Bayesian inference, statistical methods, and ML Ops to problems in finance, cognitive science, and marketing. Currently at PyMC Labs and a postdoctoral researcher at Brown University, he bridges rigorous academic research in cognitive science with practical ML deployments and teaching. His background spans a PhD in Cognitive Science, an MPhil in Statistics from Bocconi, and interdisciplinary training in neuroeconomics, enabling him to translate behavioral models into scalable probabilistic pipelines. Notably, he has repeatedly built end-to-end Bayesian analysis workflows for clients and research projects, blending research rigor with production-ready tooling. Based in Providence, RI, he combines deep domain knowledge with hands-on engineering to make complex uncertainty quantification accessible to decision-makers.
code11 years of coding experience
job3 years of employment as a software developer
bookMSc. Cognitive Psychology and Neuroscience (Neuroeconomics), MSc. Cognitive Psychology and Neuroscience (Neuroeconomics) at Maastricht University
bookPhD. Cognitive Science, PhD. Cognitive Science at Brown University
bookMPhil. Statistics, MPhil. Statistics at Università Bocconi
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Stackoverflow

Stats
115reputation
1kreached
1answer
6questions
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Github Skills (49)

bayesian-statistics10
diffusion-models10
python-modules10
pymc10
regression-models10
bayesian10
jekyll10
bayesian-inference10
python9
jekyll-theme9
github-pages9
generative-ai9
deep-learning9
ssm7
quicksort6

Programming languages (5)

SCSSJupyter NotebookCythonPythonFortran

Github contributions (5)

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AlexanderFengler/LAN_scripts

Jul 2021 - Nov 2022

Scripts for end-to-end training of LANs and other convenience functions
Contributions:14 commits, 2 PRs, 13 pushes in 1 year 4 months
lnccbrown/ssm-simulators

May 2021 - Feb 2023

Python Package which collects simulators for Sequential Sampling Models
Contributions:28 releases, 123 reviews, 132 commits in 1 year 9 months
python
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