Fabrizio Miano

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About

IT and data enthusiast with competences in Data Analysis, Machine learning, full-stack Python development, system administration, and cloud architecture. Senior Consultant for Capgemini involved in an international project focused on customer-demand analysis and forecast with MS Azure. Fond of the Agile framework and DevOps practice. Previously IT project manager, focused on research activities within the scopes of robotics, artificial intelligence, big data, energy saving, and IoT domains, and data scientist for well-known companies involved in the development of machine learning algorithms and AI solutions applied to public administration and defence. Briefly Postdoctoral Research Fellow in Data Science at University of Sussex on deception detection, and Junior Data Scientist in collaboration with Deckchair.com working on computer vision. PhD in Experimental Particle Physics at University of Sussex/CERN and former member of the ATLAS Experiment at the LHC with extensive experience in data analysis.

PhD in Experimental Particle Physics at University of Sussex/CERN and former member of the ATLAS Experiment at the LHC with training on problem solving, time management, coding (Python, C++, HTML, bash), and extensive experience in data analysis of high rates and volumes of data collected by the ATLAS Experiment at the Large Hadron Collider (CERN, Geneva). Invitations to give talks at national (UK), and international (US), conferences; eager to participate in outreach activities to engage with the general public.

Senior Consultant

  • Birthday: 26 January 1987
  • Phone: +39 333 60 66 844
  • City: Catania, Italy
  • Degree: PhD in Physics

Resume

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Education

PhD in Physics

2015 - 2018

University of SussexBrighton, UK

“Optimisation studies and data-driven background estimation in searches for the supersymmetric partner of the top quark with the ATLAS Detector at the LHC”. 2018. http://cds.cern.ch/record/2650559

MSC in Physics

2009 - 2014

Università di CataniaCatania, Italy

“Emissione di protoni e caratterizzazione spazio-temporale in collisioni tra ioni pesanti”.

BSc in Physics

2005 - 2009

Università di CataniaCatania, Italy

“Spettri di neutroni in sorgenti standard Am/Be e Pu/Be”.

Professional Experience

Senior Consultant

Capgemini Catania, Italy
Current
    Involvement in an international project focused on the development of an ETL solution for the analysis of customers demand and forecast within the Agile framework by employing Microsoft Azure: Data Factory, Databricks, MS SQL Server, Data Warehouse, Data Lake, Analysis Services, PowerBI

Big Data Analyst

Experis IT Catania, Italy
2020 - 2021 (7 months)
    Data Engineering consultancy for Capgemini with MS Azure

ICT Specialist & Robotics

R2M Solution s.r.l. Catania, Italy
2020 (9 months)
  • Strongly delivery-oriented PM for:
    • the development of a custom open-source ERP: full-stack development; cloud architecture (Azure, AWS, Heroku, GCloud)
    • human-robot social-interaction research project;
  • System administration of internal and customers products;
  • IT solutions management, and support;

Data Scientist

Leonardo Company Catania, Italy
2019 - 2020
  • Data crawling: development of a Python tool to scrape LinkedIn jobs and user profiles;
  • Recommendation engine: development of a job-user recommendation system;
  • Computer Vision: development of a WebApp to perform real-time object detection using YOLO;
  • NLP: development of a deep-learning tool to extract the objects seized to criminal organizations from legal verdicts;
  • Social-network Analysis: named-entity extraction and sentiment analysis on Facebook-post comments;
  • Web application development and deployment as a support to the developed data-science models: Python (Flask, Django), HTML5, CSS, JS Dev Ops & cloud: Docker, Azure, gunicorn, NGINX;

Post-doctoral Research Fellow

University of Sussex Brighton, UK
2018 (4 months)
  • Development of ML model to classify videos of trials as Truthful/Deceptive;
  • Exploration of potential collaboration with other areas of research

Jr. Data Scientist

Deckchair.com Brighton, UK
2018 (3 months)
  • Development of a statistical tool to select interesting images within a dataset;
  • Design of a ML tool to classify grey sky and sunset images

Skills

Operating Systems

Linux90%
Windows85%
macOS80%

Programming Languages

Python90%
Bash80%
HTML580%
SQL70%
JavaScript60%
Java50%

Dev Ops, Versioning & cloud

Git90%
Docker90%
Azure90%
AWS70%

Languages

ItalianMothertongue
EnglishAdvanced
SpanishAdvanced
FrenchBasic

Public Speaking

HLT-UK

University of Oxford   Oxford, UK

“HLT TRACKING PERFORMANCE”
15-min talk: Presented the result of the performance of the tracking of the ATLAS Inner detector

Sep 2017

Outreach

#ScienceonBuses

Brighton, UK

Participated in filming and engaged people on buses about CERN research activities

Jun 2018

HiSPARC

Brighton, UK

Helped middle school student build a scintillator for cosmic-ray detection

Nov 2017

CERN Master class

Geneva, Switzerland

Talked to a high-school students audience about “The life of a PhD student at CERN”

May 2016

Brighton Science Festival

Brighton, UK

Engaged kids through games related to particle physics

Feb 2015

Awards

STFC Impact Acceleration Account

Post-doctoral Fellowship

DISCnet

3-month Grant

University of Sussex

Doctoral Overseas Conference Grant for Postgraduate Researchers

University of Sussex

PhD scholarship in collaboration with CERN

INFN | National Institute for Nuclear Physics

1-year MSc scholarship

Publications

International peer-reviewed conferences/proceedings

  1. F. Miano for the ATLAS Collaboration.
    “The design and performance of the ATLAS Inner Detector trigger for Run 2 LHC collisions at √s = 13 TeV”. In: Proceedings, 38th International Conference on High Energy Physics (ICHEP 2016): Chicago, IL, USA, August 3-10, 2016.

PhD Thesis

  1. Fabrizio Miano and Fabrizio Salvatore.
    “Optimisation studies and data-driven background estimation in searches for the supersymmetric partner of the top quark with the ATLAS Detector at the LHC”. Presented 28 Sep 2018. Sept. 2018. http://cds.cern.ch/record/2650559

Articles in peer-reviewed journals

  1. The ATLAS Collaboration.
    “Performance of the ATLAS trigger system in 2015”. In: The European Physical Journal C 77.5 (May 2017), p. 317. ISSN: 1434-6052. DOI: 10.1140/epjc/s10052-017-4852-3. https://doi.org/10.1140/epjc/s10052-017-4852-3.
  2. The ATLAS Collaboration.
    “Search for a scalar partner of the top quark in the jets plus missing transverse momentum final state at √s=13 TeV with the ATLAS detector”. In: JHEP 12 (2017), p. 085. DOI: 10.1007/JHEP12(2017)085. arXiv: 1709.04183 [hep-ex] https://doi.org/10.1007/JHEP12(2017)085
  3. The ATLAS Collaboration.
    “Search for dark matter produced in association with bottom or top quarks in s = 13 TeV pp collisions with the ATLAS detector”. In: The European Physical Journal C ICHEP2016 (2016), p. 856. eprint: 1710.11412. https://doi.org/10.1140/epjc/s10052-017-5486-1.
  4. The ATLAS Collaboration.
    “Search for the Supersymmetric Partner of the Top Quark in the Jets+ETmiss Final State at √s = 13 TeV”. In: CERN Document Server (2016).

Recommendations

Former colleagues who kindly wrote a recommendation on my LinkedIn profile

Contact

Use the following - or the ones at the top of the page - to get in touch

Location:

Catania, Italy

Call:

+39 333 6066 844