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flaviomorelli/README.md

Hi there! 👋

My name is Flavio. I currently work as a Machine Learning Scientist at Bayer Pharmaceuticals in Berlin where I am developing new methods to analyze microscopy images generated by high-content screening. Previously, I worked as a statisitical consultant at the Free University of Berlin were I worked on over 30 scientific projects and also as a business consultant at BCPro and PwC.

I am a statistician by training: I got my M.Sc. in Statistics at the Humboldt University of Berlin. I have one B.Sc. in Economics and one B.A. in Comparative Literature (major) and Computer Science (minor), both from the Free University of Berlin. Moreover, I am an organizer of the Berlin Bayesians meetup.

Reseach interests

  • Machine learning for science
  • Bayesian methods / Bayesian workflow
  • Causality

Resources and links

Contact

If you would like to collaborate with me, feel free to reach out in any of the social networks I have listed above.

If you are interested in my consulting services, please check this link.

Tech stack

Python  Pytorch  Numpy  Pandas  R  SQlite  PostgreSQL  VSCode  RStudio  Git

In addition, I am familiar with Bayesian frameworks such as Stan and PyMC. I also have some experience with Julia, Rust, Go, C, and Java.

Popular repositories Loading

  1. talks talks Public

    This repository contains the slides from talks I have given.

    2 1

  2. vi_gentle_introduction vi_gentle_introduction Public

    Variational inference is a technique for estimating Bayesian models that provides similar precision to MCMC at a greater speed, and is one of the main areas of current research in Bayesian computat…

    Jupyter Notebook 1

  3. contact contact Public

    A CLI-tool that makes it possible to add an manage contacts in your contact book.

    Python

  4. flaviomorelli.github.io flaviomorelli.github.io Public

    Source code for personal website

  5. poverty_estimation_bayes poverty_estimation_bayes Public

    Code and Latex files from my master's thesis

    TeX

  6. emdi emdi Public

    Forked from SoerenPannier/emdi

    emdi: estimating and mapping regionally disaggregated indicators

    R