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A.A-5811
What I've done
Highest degree
PhD
Current role
Staff Scientist
Skills
agent-based models Algorithm Development data science Python Programming
Achievement(s)
Conference Talks(s)
Contribution to Project (1)
Link a phase transition observed in traffic systems to morphology (being monocentric and polycentric). I built the python scripts to handle data and launch multiple simulations and analyze them.
Contribution to Project (2)
Extract information about congestion from GPS data for the city of Bologna
Contribution to Project (3)
Used agent based models to simulate pedestrian mobility in Venice.
What I'm looking for
Sector(s) of Interest
Industry Academia
Role(s) of Interest
Lecturer/Instructor/Teacher Postdoc Scientist Staff Scientist
Research Fields & Keywords
AI ai for science algorithms analytical methods applied physics complex systems Data science and Business Analytics graph graph neural network neural networks physics Random matrix theory statistical physics
Supervision preferences
I like to work independently but seek for supervision and collaboration
Career Goals
Industry Research Science Communications Start-up
Countries of Interest
Belgium France Germany Hong Kong Netherlands Singapore Switzerland United Kingdom (UK) United States (US)
Need work permit/visa for
Hong Kong, Singapore, United Kingdom, United States of America
Remote requirements
On-site Hybrid Remote
Other important criteria
I would like to develop models to understand data. I am interested to conduct analytical investigations of such models at first to get some intuition on the phase diagram and then try to extract the state of the systems from data.
Contact and Links
Email, LinkedIn, Google Scholar