Alessio Gallucci
Work Experience
Philips Senior Data Scientist, Oral Healthcare
Philips Data Scientist, Oral Healthcare
Philips Data Scientist, Personal and Preventive Care
Details
- Created SkinAI technology for Lumea IPL 9900 Series, improving the hair removal experience.
- Collected, cleaned, and preprocessed large datasets of high-resolution skin images, 3D heads, and bodies.
- Conducted exploratory data analysis to identify trends, patterns, and anomalies.
- Supported annotators and labeling teams using statistical analysis and data mining techniques.
- Developed machine learning algorithms and models for predictive analytics and pattern recognition.
- Designed and executed experiments to validate hypotheses and improve model performance.
- Collaborated with cross-functional teams to deliver on business KPIs and deploy models.
- Presented findings and insights to both technical and non-technical stakeholders.
Philips PhD Candidate, Data Scientist
Details
- Applied computer vision, statistics, and deep learning to model and analyze 3D body and face data.
- Applied machine and deep learning techniques to analyze and parameterize skin.
- Performed image segmentation, statistical analysis, and causal inference methods.
- Mentored and supervised master students on: 3D head reconstruction, skin patch localization, 3D scientific visualization, and 2D–3D full-body mapping.
- Actively served as a board member in the Philips Interns and Philips PhD Communities.
Luigi Lagrange Scientific Training School High School Teacher, Data Science & AI
Details
- Designed and delivered 35+ hours of hybrid curriculum for high-school students, from foundational machine learning to multi-day AI workshops.
- Built interactive modules on Generative AI (LLMs, prompt engineering), visual creativity tools, and the societal implications of AI.
- Ran hands-on sessions building intuition for data-driven reasoning, plus outreach like a chess simultaneous exhibition.
Z-Inspection® Initiative Researcher, Trustworthy AI
Details
- Analyzed existing AI systems and algorithms to identify potential ethical and bias-related issues.
- Collaborated with heterogeneous experts to integrate ethical considerations into the AI development lifecycle.
- Conducted literature reviews and contributed to academic publications on Trustworthy AI.
Eindhoven MedTech Innovation Center (e/MTIC) PhD Candidate, Data Scientist
Philips Internship, Parametric 3D Human Body Modelling and Analysis
Details
- Derived a 3D parametric model of the human body from a collection of 3D scans (CAESAR dataset).
- Morphed a high-resolution template (>50k vertices) into all target scans using non-rigid registration techniques.
- Encoded the linear class via PCA, reaching a compact parametric space balancing precision and generalization.
- Demonstrated the model captures time-varying phenomena (ageing, weight change) with significant efficiency.
- Model used in downstream tasks including skin surface and subcutaneous fat estimation.
- Tools: Matlab, Bash, Git, SourceTree, Torque/Maui, SQL, Java.
ELIS.org Internship, Natural Language Processing and Web Traffic Modelling
Details
- Developed two NLP models for predicting Turin and Milan's voting preferences and economic growth trends.
- Input data provided by TIM (major Italian telco): geo-referenced web traffic from those areas.
- Validated models using previous election results and market indexes from open databases.
- Visualized and interpreted results to support client decision-making.
Education
Eindhoven University of Technology PhD, Computational and Applied Mathematics
Details
- Conducted research on skin-specific descriptors for customized analytics software.
- Gathered skin images from diverse device modalities in various studies.
- Achieved automatic detection of skin features for personal care applications.
- Utilized computer vision tools to parameterize and analyze skin images.
- Developed skin-specific feature detectors using machine learning techniques.
Politecnico di Torino MSc, Applied Mathematics
Details
- [Thesis] Parametric 3D Human Body Modelling and Analysis.
- [Exams] Artificial intelligence, Stochastic processes, Statistical models, Discrete mathematics, Graphs and dynamics over network, Equations of Mathematical Physics, Information theory and codes, Numerical methods for partial derivative equations, Economics, Operating system, Cryptography, Database management systems, Algorithms for optimization and statistical inference, Financial engineering.
- [Tools] Latex, Matlab, Octave, Java, SQL, C, C++, Bash, R.
Politecnico di Torino Bachelor's degree, Applied Mathematics
Details
- [Thesis] Geometrical aspect in the development of a C++ code for the simulation of flow in fractured media.
Supervision
Vlad Barbulescu Intern
Project: Self-supervised Deep Learning for Sensor Signals
Georgia Christodoulou Intern
Project: Deep Representation Learning
Rakesh Madavan Intern
Project: Deep Learning for 3D Reconstruction
Fadia Suwandoko Intern
Project: Deep Learning for 3D Tracking
Cas Jansen Intern
Project: Deep Learning Visual Prompting for Image Segmentation
Elena Stamatelou PhD student
Project: Explainable ML for periodontitis/diabetes screening from oral-rinse proteomics
Iva Milojkovic Intern
Project: 3D Facial Mesh Reconstruction from 2D Images
Sun Xinyu Intern
Project: 3D Body Estimation from 2D Representations
Yuxuan Long Intern
Project: Single-view 3D Human Body Reconstruction using Neural Networks
Florian Delberghe Intern
Project: Skin Mapping and Navigation
Jawahar Ponathipan Intern
Project: 3D Head Reconstruction
Hugo Oskian Intern
Project: 3D Body Rigging and Skinning
Certifications
Advanced Course on Data Science & Machine Learning 2026
Python for Everybody Specialization
Deep Learning Specialization
Introduction to Data Engineering
Generative AI for Everyone
Machine Learning Data Lifecycle in Production
Machine Learning in Production
Build Basic Generative Adversarial Networks (GANs)
AI For Everyone
Introduction to Psychology
Trustworthy AI for Healthcare Management
Teaching Certificate for Z-Inspection®
DeepLearn2024 11th International School on Deep Learning
Academic Writing Made Easy
Writing in the Sciences
Navigating the EU AI Act
Value Proposition Creation Masterclass Personal Health
Mindfulness Based Stress Reduction (MBSR)
Languages
🇮🇹 Italiano Native or bilingual proficiency
🇬🇧 English Full professional proficiency
🇪🇸 Spanish Limited working proficiency
🇳🇱 Dutch Elementary proficiency