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followers: 13.0 following: 15.0 repos: 33.0 gists: 5.0

Name: Matthieu Marinangeli

Type: User

Company: Argusa

Bio: Data Analytics Consultant at Argusa

Location: Lausanne, Switzerland

Hey there 👋

🧔🏻 About me

I am a French physicist, a data scientist and a Python enthusiast.

🧑🏻‍🎓 I just finished a PhD in experimental particle physics at EPFL, working on the data collected by the LHCb detector at CERN between 2016 and 2018 (RunII data). You can find my manuscript here 📖.

📊📉 Since 01/02/2021 I am a Data Analytics Consultant at Argusa.

📈 Check out my projects

Analysis of the Online Retail II dataset provided by the UCI, which contains transactions (including cancellations) carried out by an online retailer (mainly focused on gift items) between 01/12/2009 and 09/12/2011. The project is divided in 4 parts:
- EDA and extraction of the most relevant business insights in the dataset.
- Segmentation the customers into groups according to their purchase patterns and product purchases, and characterise/ quantify the obtained customer personas.
- Customer churn prediction by the end of 2011.
- Calculation of Customer Lifetime Value for each customer.
The notebook and code of the analysis can be found here.

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Matthieu Marinangeli's Projects

2020-07-13-pyhep2020-tutorial

advanced-comp-2017

awesome-hep

A curated list of awesome high energy and particle physics software.

coopetition-addition-baseline

emoji

emoji terminal output for Python

hep-result-serialization

Standard of the serialization of statistical results for HEP

hep_ml

Machine Learning for High Energy Physics.

homebrew-hep

Homebrew tap for high energy physics

lauztat

Pure python statistic tools for high energy physics.

lsf-python-api

Location for the LSF Python wrapper for controlling all things LSF

marinang

mlhep-2020-calo-regression

mlhep-2020-muon-id

Muon identification chellenge for MLHEP-2020

mlhep_2020_certificate

mplhep

A set of helpers for matplotlib to more easily produce plots typically needed in HEP as well as style them in way that's compatible with current collaboration requirements (ROOT).

numpythia

The interface between PYTHIA and NumPy

online_retail_analysis

End-to-end analysis of the Online Retail II dataset

particle

Package to deal with HEP particles, the PDG particle data table, PDGIDs, etc.

phasespace

Phase space generation implemented in TensorFlow

physt

P(i/y)thon h(i/y)stograms.

probfit

Cost function builder. For fitting distributions.

pyhf

pure-python implementation of some (maybe someday all?) HistFactory models

reactive-resume

A one-of-a-kind resume builder that keeps your privacy in mind. Completely secure, customizable, portable, open-source and free forever. Try it out today!