2021 May to Present
Data Scientist at Var Group, Genova, Italy
Occupation: I am working with a team of developers to produce a tool to handle IT issues with a prediction module:
Developing a Machine Learning Algorithm to predict when an issue will accour
2019 Jan to 2021 Apr
Post Doctoral Research at Imperial College London, UK
Occupation: I am collaborating within the Reactive Plasmonic (RPLAS) grant. My work is split on different projects:
Developing a Machine Learning Algorithm to automaticlally rechognize chemical compounds in Raman spectrum with the goal of creating a tool capable of identify explosive materials in a quick and reliable way
by using the photoacustic effect retrieve the absorption spectrum of a medium with a direct measurements, instead of indirect as is done now
creating a new method of nano-temperature measurements by means of photo luminescence phenomena
create a new photo-detector with competitive performances but a much cheaper cost then the commercial one with the TiN optoelectro properties
2018 June to 2018 Dec
Post Doctoral Research at University of Surrey - Guildford, UK
Occupation: I am creating a new instrument aiming to perform ink sintering with unprecedented speed and efficiency, making the use of unconventional substrate such as polymers or paper possible. I am collaborating within the MASSIVE project, EPSRC funded.
2017 Jan to 2018 Mar
Post Doctoral Research at Italian Institute of Technology (IIT) - Genova, Italy
Occupation: I have followed two main projects:
I collaborated in a neuroscience project, which involved electrophysiological recordings of cardiomyocyte through a high-density CMOS-MEAs. My role in this study was to manage the billions of data resulting from the recordings, in order to extrapolate the relevant information. I created a code able to read the data set and process it with statistical analysis, fitting and graphical representation.
I studied, within the FET Open PROSEQO project, a solution to scale the electrophoresis technique to allow it to work in a nano-fluidic system. In this context I have investigated a solution to control the single particle positioning with a nanometer precision into a nano-pore. The nanometer precision on the particle positioning dramatically increases the single molecule detection, opening the way to DNA sequencing with optical read-out.
2013 (4 months)
Fellowship at Spatial Astrophysics Institute and Cosmic Physics - Bologna, Italy
Occupation: I realized the thermomechanical design of the STRIP instrument cryostat on board the LSPE balloon experiment, created to investigate the Cosmic Microwave Background polarization spectrum.