Recommended expert

Simone Amoroso

Head of Technology & CISO

Simone Amoroso
Hamburg, Germany

Experience

Jan 2024 - Present
2 years 2 months
Frankfurt, Germany

Head of Technology & CISO

AI Quality and Testing Hub

  • Lead developer of Prof. Valmed, the first LLM-powered medical device (utilising RAG on a medical corpus of 2.5M+ documents) to receive a CE certification.
  • Designed and implemented cloud-native MLOps infrastructure for ENBW’s energy trading analytics division, enabling scalable deployment and monitoring of predictive models.
  • Architected end-to-end testing and validation frameworks for AI/ML systems, ensuring quality, compliance, and robustness in critical and regulated applications.
  • Conducted professional training on AI testing, EU regulatory frameworks, and quality assurance for production AI systems.
Jan 2021 - Dec 2024
4 years
Hamburg, Germany

Staff Scientist in the CMS experiment and Lecturer at Uni. Wuppertal

DESY (Deutsches Elektronen-Synchrotron)

  • Led a 50 people group in the development of ten python data analyses for peer-reviewed publications using a variety of statistical (classification, regression, hypothesis testing) and machine learning (BDT, Random Forest, DNN) techniques.
  • Introduced and optimised Deep Neural Network machine learning algorithms in tensorflow to reweight Monte Carlo simulation parameters, reducing by up to a factor of five the need for (expensive) simulated events in the collaboration.
  • Trained generative AI models in pytorch to accurately reproduce expensive Monte Carlo simulations.
  • Spearheaded the development of the xFitter open-source C++ code for non-linear regression analyses.
  • Lecturer in particle physics and data analysis at university courses and physics schools.
  • Mentored and supervised over 20 students (from B.Sc. to PostDoc) in data analysis projects.
Jan 2018 - Dec 2021
4 years
Hamburg, Germany

Senior Research Fellow in the ATLAS experiment

DESY (Deutsches Elektronen-Synchrotron)

  • Lead a statistical combination of W-boson mass measurements for which I developed a python tool to study uncertainty models and correlations.
  • Head of the Physics Modeling Group, liaised between data analysis teams and upper management for the optimal and efficient distribution of computing cloud and HPC resources (∼300K CPU cores).
  • Defined the long-term computing strategy of the experiment (CPU and GPU needs).
  • Steered the 150-member strong team to commission, validate, and bring to production novel theoretical models and Monte Carlo simulation.
Jan 2015 - Dec 2018
4 years
Geneva, Switzerland

Senior Research Fellow in the ATLAS experiment

CERN (European Organization for Nuclear Research)

  • Head of a 4 people strong team which I steered to timely complete two data analysis publications using python and C++.
  • Improved the efficiency of the real-time C++ data selection algorithms of the ATLAS experiment leading to a 30% performance enhancement.
  • Optimised theoretical model parameters through a linear regression analyses optimising 100 parameters using over 50 input datasets (over 10000 measurements) and documented the results in several peer-reviewed publications.
Jan 2011 - Dec 2015
5 years
Freiburg im Breisgau, Germany

Dr.Rer.Nat. (Ph.D.) in Physics working in the ATLAS experiment

Albert-Ludwigs Universität Freiburg

  • Developed a novel model-independent global search, an unsupervised approach to classify and simultaneously analyse all high-energy events produced by the Large Hadron Collider (105 regions in over 700 distributions) to test for possible deviations from the theoretical models.
  • Developed Professor, a python program for hyperparameter tuning of problems with expensive to evaluate objective functions, extended the code to deal with systematic uncertainties and correlations, and implemented a Support Vector Regressor for parameter optimisation.

Industries Experience

See where this freelancer has spent most of their professional time. Longer bars indicate deeper hands-on experience, while shorter ones reflect targeted or project-based work.

Experienced in Education (14 years), Energy (2 years), Healthcare (2 years), and Information Technology (2 years).

Education
Energy
Healthcare
Information Technology

Business Areas Experience

The graph below provides a cumulative view of the freelancer's experience across multiple business areas, calculated from completed and active engagements. It highlights the areas where the freelancer has most frequently contributed to planning, execution, and delivery of business outcomes.

Experienced in Research and Development (14 years), Information Technology (5 years), Business Intelligence (2 years), and Quality Assurance (2 years).

Research and Development
Information Technology
Business Intelligence
Quality Assurance

Summary

Physics Ph.D. with a decade of hands-on experience in data science, AI, and scientific computing. I’ve worked on everything from statistical modeling and simulation to machine learning and large-scale data processing across high-stakes, large-scale settings; from the big particle detectors at CERN to critical applications in healthcare and the energy sector. I’ve taken on both technical leadership and deeply hands-on roles, with end-to-end experience from early design and prototyping to implementation and large-scale production deployment. I thrive working on hard problems in fast-paced environments, especially when the stakes are high and the work demands both focus and creativity.

Skills

  • Programming: Python (Numpy, Scipy, Pandas, Matplotlib), C++, Sql, Fortran, Bash
  • Machine Learning: Pytorch, Tensorflow, Keras, Pymc, Scikit-learn, Langchain
  • Applications: Ms Office, Ms Excel/vba, Ms Power Bi
  • Tools: Aws/azure, Github/gitlab, Cmake, Jupyter, Jira, Docker
  • Soft Skills: Problem Solving, Project Management, Strategic Thinking, Communication

Languages

Italian
Native
English
Advanced
French
Intermediate
Russian
Intermediate

Education

Oct 2011 - Jun 2015

Albert-Ludwigs Universität Freiburg

Dr.rer.nat. in Physics, working in the ATLAS experiment · Physics · Freiburg im Breisgau, Germany

Oct 2009 - Jun 2011

University of Rome Tor Vergata

M.Sc. in Physics · Physics · Rome, Italy · 110/110 cum laude

Oct 2006 - Jun 2009

University of Rome Tor Vergata

B.Sc. in Physics · Physics · Rome, Italy · 110/110 cum laude

Certifications & licenses

CE certification

Profile

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Last Update
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Frequently asked questions

Do you have questions? Here you can find further information.

Where is Simone based?

Simone is based in Hamburg, Germany.

What languages does Simone speak?

Simone speaks the following languages: Italian (Native), English (Advanced), French (Intermediate), Russian (Intermediate).

How many years of experience does Simone have?

Simone has at least 15 years of experience. During this time, Simone has worked in at least 4 different roles and for 4 different companies. The average length of individual experience is 3 years. Note that Simone may not have shared all experience and actually has more experience.

What roles would Simone be best suited for?

Based on recent experience, Simone would be well-suited for roles such as: Head of Technology & CISO, Staff Scientist in the CMS experiment and Lecturer at Uni. Wuppertal, Senior Research Fellow in the ATLAS experiment.

What is Simone's latest experience?

Simone's most recent position is Head of Technology & CISO at AI Quality and Testing Hub.

What companies has Simone worked for in recent years?

In recent years, Simone has worked for AI Quality and Testing Hub and DESY (Deutsches Elektronen-Synchrotron).

Which industries is Simone most experienced in?

Simone is most experienced in industries like Education, Energy, and Healthcare. Simone also has some experience in Information Technology (IT).

Which business areas is Simone most experienced in?

Simone is most experienced in business areas like Research and Development (R&D), Information Technology (IT), and Business Intelligence. Simone also has some experience in Quality Assurance (QA).

Which industries has Simone worked in recently?

Simone has recently worked in industries like Education, Energy, and Healthcare.

Which business areas has Simone worked in recently?

Simone has recently worked in business areas like Research and Development (R&D), Information Technology (IT), and Business Intelligence.

What is Simone's education?

Simone holds a Doctorate in Physics from Albert-Ludwigs Universität Freiburg, a Master in Physics from University of Rome Tor Vergata and a Bachelor in Physics from University of Rome Tor Vergata.

Does Simone have any certificates?

Simone has 1 certificate: CE certification.

What is the availability of Simone?

Simone is immediately available part-time for suitable projects.

What is the rate of Simone?

Simone's rate depends on the specific project requirements. Please use the Meet button on the profile to schedule a meeting and discuss the details.

How to hire Simone?

To hire Simone, click the Meet button on the profile to request a meeting and discuss your project needs.

Average rates for similar positions

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Market avg: 770-930 €
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Actual rates may vary depending on seniority level, experience, skill specialization, project complexity, and engagement length.