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ABOUT ME

I hold a Bachelor's Degree in Computer Engineering from Politecnico di Milano (Italy) and a double Master's degree in Computer Science between Aalto University (Finland) and DTU (Denmark), where I focused on Information Security and Data Science.

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I am currently working as a Data Engineer.

During my Master's and shortly after, I have worked in 3 research groups at Aalto Univerisity and DTU on topics related to Machine Learning, Network Science (e.g. graphs), and Privacy.

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EDUCATION

WORK EXPERIENCE

Jan. 2019 - June 2019

Research Assistant (DTU, Denmark)

Machine Learning for Smart Mobility group

Travel behaviour modelling in social networks with Probabilistic Graphical Models.

Sept. 2016 - Jan. 2019

Aalto University (Finland) &

Technical University of Denmark (DTU)

Master of Science in Computer Science

(Security and Mobile Computing)

NordSecMob double degree programme

Focus on Information Security and Data Science subjects

Sept. 2012 - Sept. 2015

Politecnico di Milano (Italy)

Bachelor of Science in Computer Engineering

Feb. 2018 - Nov. 2018

Research Assistant (Aalto University, Finland)

Complex Systems group

Data Anonymization and Privacy in Complex Social Networks (e.g. multiplex networks). 

Jun. 2018 - Aug. 2018

Research Assistant (Aalto University, Finland)

Probabilistic Machine Learning group

Testing and further development of an algorithm for privacy-preserving data sharing. Differential Privacy and Variational Inference.

Jun. 2018 - Aug. 2018

Internship, creation of a website for the management of IT projects (Politecnico di Milano, Italy)

Testing and further development of an algorithm for privacy-preserving data sharing. Differential Privacy and Variational Inference.

Sept. 2019 - Current

Data Engineer (Danish government)

Working on data handling and data science solutions to get insights from a large amount of heterogenous data (e.g. clusteirng and finding similarities on large datasets in a distirbuted setting);

Working with Java, Scala, Python, Spark, Hadoop, Docker

Jun. 2014 - Sept. 2015

Tutor and Secretary Assistant (Politecnico di Milano, Italy)

Assisting secretary and tutoring other students in preparation for exams.

SKILLS

Programming Languages

Python, Java, C, Scala, Matlab

BIG DATA TOOLS

Hadoop, Spark

OTHERS

SQL

Shell scripting

Docker

HTML

D3.js

CONFERENCES & TALKS

OTHER ACTIVITIES

Sept. 2020

Netsci 2020 (International Conference on Network Science, Rome, Italy)

Conference talk on my paper "Privacy and Uniqueness of Neighborhoods in Social Networks".

June 2019

IC2S2 (International Conference on Computational Social Science, Amsterdam, The Netherlands)

Conference talk on my Master's Thesis work "Privacy and Anonymization  of Neighborhoods in Social Networks"

Nov. 2017

NordSec 2017 (Nordic Conference on Secure IT Systems, Tartu, Estonia)

Poster on my summer internship work "Privacy Preserving Data Sharing Through Differentially Private Variational Inference"

Sept. 2017

Mediterranean School of Complex Network

(Salina, Italy)

Summer School on Social Network Analysis, Graph Analysis, Epidemiology

Dec. 2016

Slush 2016 (Helsinki, Finland)

Volunteer at Slush - Startup conference

2016

PoliRadio - University Radio of Politecnico di Milano (Milan, Italy)

Speaker ad Editor at Poliradio.

Interviewed researchers, enterpreneurs, books authors and artists and organized various events.

Aug. 2015

University of Jyväskylä Summer School

(Jyväskylä, Finland)

Summer School on Information Retrieval and Password Cracking

HOBBIES

Cycling

I have recently started commuting by bike and have done some longer one day-trips as well. 

The world of cycling is captivating me every day more and I have a few cycling challenges planned for the winter.

Travelling

I love travelling and exploring new cultures and places. Both for extended periods or for weekends get-away. 

Writing

I have always had the passion and instinct of writing.

During high school, I have written articles for my high-school's magazine "Carpe Diem".

I won a journalistic competition called "Between dream and reality" (in Italian: "Tra Sogni e Realtà") in 2010 (1st place), and in 2011 (3rd place).

I won the competition "VIVA V.E.R.D.I." for the composition of the lyrics of an italian anthem. 

Nowadays, I mostly write to organize my thoughts, but I plan to open a personal blog soon (a first attempt dates back to of a few years ago here, in italian).

Rap music

Until a few years ago, I was writing lyrics for rap songs, recording and mixing them (an example here, in italian).

I sometimes still write in rhyme or improvize a few lyrics (and send my friends as birthday songs).

Daniele Romanini

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