Giulio Amato, PhD

PhD Quantum Physics, Machine Learning Expert

About

Experienced in applying advanced mathematical modeling to address real-world problems, implementing machine learning techniques for industrial applications. Strong background in quantum dissipative evolutions and noise phenomena. Quantum computing competence both in the gate-based and annealing paradigm. Problem solver with a proactive attitude. Proven track record of exceptional oral and graphic communication skills. Technical writing for scientific articles and grants.

Publications

Reduced dynamical maps in the presence of initial correlations

Scientific Reports

2016

Mixing-induced quantum non-Markovianity and information flow

New Journal of Physics

2018

Generalized trace distance approach to quantum non-Markovianity and detection of initial correlations

Physical Review A

2018

Microscopic modeling of general time-dependent quantum Markov processes

Physical Review A

2019

Noninteracting many-particle quantum transport between finite reservoirs

Physical Review A

2020

Education

Università degli Studi di Milano

Bachelor, Physics / February, 2015

Milan

Università degli Studi di Milano

Master, Quantum Physics / October, 2017

Milan

Albert-Ludwigs-Universität Freiburg

PhD, Quantum Physics / July, 2021

Freiburg

Experience

Business Integration Partners

Sr. Data Scientist and Consultant / September, 2022 — Present

- Optimization problems (e.g. Clustering, MIS, TSP, ...) solved with ML or Quantum Computing (with the best suited provider QuEra, D-Wave, ...) and general quantum computing tasks and consulting services; - ML solution for predictive maintenance and anomaly detection problems; - pattern recognition in time series and forecasting; - ppt presentations preparations and delivery; - technical writing for grants, papers, ...

Freelancer

Freelancer Consultant / August, 2021 — September, 2022

- freelancer on project concerning statistical analysis and ML; - computation automation via Excel and VBA; - python code support

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