
Andrea Rubbi
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About me
Computational Biologist
Education

ITIS E. Fermi
2012 - 2017Chemistry 100/100
University of Cambridge
2023 - 2027Doctor of Philosophy - PhD Biological SciencesSupervisors: Miguel L. Martins & Manolis Kellis

Università degli Studi di Milano
2020 - 2022Molecular Biotechnology and Bioinformatics 110/110 cum laude
Universiteit Utrecht
2021 - 2022Exchange student Machine Learning - Artificial Intelligence
Alma Mater Studiorum – Università di Bologna
2017 - 2020Genomics 110/110 cum laude
Experience

Generon S.p.A.
Apr 2016 - May 2016InternLab experience, mainly performing DNA extractions and PCR analyses.

Doulix
Apr 2020 - Jul 2020BioinformaticianDoulix is a synthetic biology toolkit to design, validate and synthesize custom synthetic biology constructs. Doulix allows designing custom constructs by assembling standard biological parts called Biomodules into multipartite plasmids. Facing an upscale process, I have implemented automized protocols for the analysis and production of intermediate products.

Prinses Máxima Centrum voor kinderoncologie
Sept 2021 - Jun 2022BioinformaticianMy research was mainly focused on the best strategies we can apply, using machine learning, to uncover the correlation between specific mutagen events and the relative mutational signatures. My goal was to further our knowledge of the biological processes responsible for the etiology of cancer.

European Bioinformatics Institute | EMBL-EBI
Oct 2022 - Apr 2023BionformaticianModern methods for the inference of phylogenetic trees produce large datasets. The goal of my work is to implement a software/library for the efficient analysis of these collections.
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MIT Computer Science and Artificial Intelligence Laboratory (CSAIL)
Apr 2023 - Oct 2023Computational BiologistDevelopment of contextualized ML models for the analysis of single cell data of patients with neurodegenerative diseases. Analysis of DEGs and affected pathways.

University of Cambridge
Oct 2023 - nowPhD ResearcherSupervisors: Miguel L. Martins & Manolis Kellis

MRC Toxicology Unit
Oct 2023 - nowPhD Researcher
Wellcome Sanger Institute
Jan 2024 - nowComputational Biologist.webp)
MIT Computer Science and Artificial Intelligence Laboratory (CSAIL)
Jan 2024 - nowResearch Affiliate
Helmholtz AI
Apr 2024 - nowVisiting PhD Student
Licenses & Certifications
- View certificate

Big Data, Genes, and Medicine
The State University of New YorkNov 2020 - View certificate

Parallelization with MPI
Technische Universität WienApr 2023 - View certificate

Neural Networks and Deep Learning
DeepLearning.AIMay 2020 - View certificate

Deep Learning Specialization
DeepLearning.AINov 2020 - View certificate
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Sample-based Learning Methods
Alberta Machine Intelligence Institute (Amii)Apr 2023 - View certificate

Fundamentals of Scalable Data Science
IBMApr 2021 - View certificate

Structuring Machine Learning Projects
DeepLearning.AINov 2020 - View certificate

Sequence Models
DeepLearning.AINov 2020 - View certificate

Shared memory parallelization with OpenMP
Technische Universität WienApr 2023 - View certificate

Convolutional Neural Networks
DeepLearning.AINov 2020 - View certificate
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Fundamentals of Reinforcement Learning
Alberta Machine Intelligence Institute (Amii)Apr 2023 
Visualizing biological data (VIZBI 2023)
EMBLApr 2023- View certificate

Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization
DeepLearning.AIMay 2020
Honors & Awards
- Awarded to Andrea RubbiBorsa Cavalieri del lavoro Emilia Romagna Cavalieri del lavoro Emilia Romagna Sep 2017
Volunteer Experience
Active member
Issued by AGESCI on Jan 2007
Associated with Andrea Rubbi
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