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Work Background
Analog DevicesStaff R&D Engineer
Nov. 2024Limerick, County Limerick, Ireland
TobiiSr R&D Machine Learning Engineer at Tobii
Feb. 2024 - Jan. 2025Galway, County Galway, Ireland
Xperi Inc.Research And Development Engineer
Oct. 2022 - Feb. 2024Galway, County Galway, Ireland
PiccabiCEO and Founder of Piccabi Ltd
Feb. 2020 - Feb. 2024Dublino, IrlandaPhD in Artificial Intelligence graduate in 2022 with a Masters in Applied Mathematics and 10+ years experience in complex data modelling: Giulia has worked in the exposure science world liaising with large multinational product manufacturing companies and industry associations. Giulia’s passion for applied sciences, scientific research and her natural drive to be as healthy as she can lead her into imagining the world with Piccabi in it.
Technological University DublinDoctoral Student in Artificial Intelligence
Oct. 2018 - Feb. 2024Dublino, Irlanda
Creme GlobalScienziato Data Science
Nov. 2012 - Jan. 2020DublinAs a senior data scientist, I carry out multiple tasks involving data wrangling, data analyses and predictive model development. Specifically, I routinely run statistical analyses on short-term data about food and cosmetic consumption, retrieved from several national surveys. I then develop long-term predictive models to assess exposure to chemicals contained in foods and cosmetics, leveraging different mathematical techniques: - Regression models (linear and logistic mostly) - Cluster analysis (k-means, SVM, PCA) - Differential equations (Physiologically based pharmacokinetic modelling) - Montecarlo / bootstrapping simulation (with Gamma, Poisson and Uniform distributions) I also supervise the development of new cloud-based software, as product owner, which contain a production, high-performance and distributed version of the models above. Results are published in scientific, peer-reviewed papers and technical reports. As part of the dissemination task, I attend and run presentations at scientific conferences (ISES and Predict are the most recently ones). I also write scientific blogs for the company’s website and newsletter. Main technologies: - Python, Pandas, Numpy, Matplotlib - R (GGplot, GGvis, Gdata are among the most frequently used packages) - MySQL - Atlassian Suite (JIRA & Bitbucket) Personal initiatives: - Attending events organized by the Society of Actuary Ireland and volunteer member of the Wider Fields Committee - I wrote an article for the magazine the Actuary (see publications)
Mediolanum International FundsActuarial Analyst
Apr. 2011 - Oct. 2012DublinAs an actuarial analyst, I was involved in a number of projects covering different aspects of the life-insurance business. Namely: - profitability analyses of new life insurance products (Unit Linked and Index Linked) - collecting the necessary data and updating, on quarterly basis ,the budget and forecast reports for the board of directors and the Central Bank - implementation of the Solvency II procedures to meet the regulation requirements on risk management - prepare monthly reports about different business aspects (operational costs, monthly incomes and costs, etc)
BBPM Life dacPolicy administrator - actuary
Jun. 2010 - Mar. 2011
SUD POLO VITA SPAconsulente
Jan. 2008 - May. 2010Milan Area, ItalyI worked as external consultant in the actuarial office of Sud Polo Vita, an Italian life insurance of the Intesa SanPaolo group. My main tasks were: - Operational risk analysis - Prepare budge, forecast reports and investment plan programming - Implementation of a mathematical model to calculate the company's embedded value. - Data mining: I checked the correctness of the data stored in the company's database. - I wrote technical documentation to implement new processes on the managerial software. I then check the accuracy of the process implementation. - I constantly supervised the normal portfolio activities (maintenance commissions, value of expiring policies, revaluations, etc). I created a VBA procedure to automatize these routinely activities. Main technologies: - MS Office package - MS Access - Visual Basic for Application - Matlab
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