Alessia Marcolini
Python Development Engineer at LUMICKS
Amsterdam, North Holland, Netherlands
Summary
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Senior🎓
Top SchoolAlessia Marcolini is a Python Development Engineer with 10 years of experience, currently building and validating AI algorithms and ML infrastructure for cell avidity at LUMICKS in Amsterdam. She blends rigorous computer science best practices with hands-on model development and testing, having applied deep learning to diagnostic imaging and health analytics in both industry and research settings. An organizer for PyCon Italy, PyConDE and EuroSciPy, she actively contributes to the Python community and brings strong collaboration and reproducibility habits to team workflows. Her background spans academic training in data science across multiple European institutions and practical R&D roles, and she has a track record of translating research prototypes into documented, production-ready systems.
9 years of coding experience
5 years of employment as a software developer
Informatica, 100/100, Informatica, 100/100 at ITI G. MarconiBachelor of Science, Computer Science, 106, Bachelor of Science, Computer Science, 106 at University of TrentoEIT Digital Master School, Data Science, EIT Digital Master School, Data Science at Eindhoven University of TechnologyEIT Digital Master School, Data Science, EIT Digital Master School, Data Science at Technische Universität BerlinEIT Summer School, E-Health: Personalized Prevention, EIT Summer School, E-Health: Personalized Prevention at TalTech – Tallinn University of Technology
Italian, English
Stackoverflow
31reputation
11kreached
1answer
1question
Github Skills (200)
python10
image-processing10
data-manipulation10
numerics10
deep-learning10
gpu10
digital-pathology10
gpu-acceleration10
dataframes10
pandas10
statistics10
acceleration10
computed-tomography10
numpy10
neural-network10
Programming languages (9)
Github contributions (5)
HK3-Lab-Team/pytrousse
Sep 2020 - Feb 2021
PyTrousse collects into one toolbox a set of data wrangling procedures tailored for composing reproducible analytics pipelines.
Contributions:66 reviews, 40 PRs, 110 pushes in 5 months
analyticsdata-sciencetoolboxtailoredreproducible
histolab/histolab
Jun 2020 - Jan 2023
Library for Digital Pathology Image Processing
Contributions:428 reviews, 491 commits, 360 PRs in 2 years 7 months
digital-pathologypythonwsidata-sciencecomputed-tomography
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