I build AI and products
that work in hospitals.

I work as a freelancer. For Easy Health I lead product and technology, taking clinical software from idea to daily use. As an AI engineer I train models on medical images and clinical data. Each side keeps the other honest.

01
Now
Lead Product & Tech for Easy Health.
As a freelancer, I lead product and engineering for Easy Health’s clinical platforms: EasyCare for care pathways and patient follow-up, Easy Risk for clinical risk management. From roadmap and architecture to releases, in daily use at ASL Roma 1, ASST Pavia and ASST Crema. I also decide where AI can really help clinicians in these products.
02
Focus
AI for healthcare.
Medical imaging (CT, mammography, microscopy), biomedical signals, language models that read clinical documents and machine learning on clinical data. Always with an eye on how it reaches a clinician.
03
Education
MSc in Artificial Intelligence for Science and Technology.
University of Milano-Bicocca. Thesis on neural cellular automata for tissue growth and microscopy, supervised by Prof. Paolo Napoletano.
04
Summer school
Vision and Sports Summer School, Prague.
Organised by the Czech Technical University in Prague, 22-27 July 2024: a week of lectures and hands-on sessions on computer vision with researchers from academia and industry.
05
Tools
From model to production.
Python and PyTorch for models and 3D medical image processing. TypeScript, PostgreSQL, Kubernetes and cloud infrastructure for the platforms around them.

Contact

[email protected]

Code

github.com/DaddarioLuigi

01 / Now

Lead Product & Tech for Easy Health

As a freelancer, I lead product and engineering for Easy Health’s clinical platforms: EasyCare for care pathways and patient follow-up, Easy Risk for clinical risk management. From roadmap and architecture to releases, in daily use at ASL Roma 1, ASST Pavia and ASST Crema. I also decide where AI can really help clinicians in these products.

02 / Focus

AI for healthcare

Medical imaging (CT, mammography, microscopy), biomedical signals, language models that read clinical documents and machine learning on clinical data. Always with an eye on how it reaches a clinician.

03 / Education

MSc in Artificial Intelligence for Science and Technology

University of Milano-Bicocca. Thesis on neural cellular automata for tissue growth and microscopy, supervised by Prof. Paolo Napoletano.

04 / Summer school

Vision and Sports Summer School, Prague

Organised by the Czech Technical University in Prague, 22-27 July 2024: a week of lectures and hands-on sessions on computer vision with researchers from academia and industry.

05 / Tools

From model to production

Python and PyTorch for models and 3D medical image processing. TypeScript, PostgreSQL, Kubernetes and cloud infrastructure for the platforms around them.

Luigi Daddario

About the
author

Luigi Daddario, freelance AI engineer and product lead. Clinical platforms, medical imaging and applied AI, from the model to the hospital.

“A model is only useful once a clinician can trust it, check it and use it on a normal working day.”

Tab. 1

ApproachWhy I work on both models and software

Client: Easy Health
Role: Lead Product & Tech
Products: EasyCare, Easy Risk
In use at: ASL Roma 1, ASST Pavia, ASST Crema

Tab. 2

Current workClinical platforms in daily use

MSc: AI for Science and Technology, Milano-Bicocca
Thesis: Neural cellular automata, supervisor Prof. Paolo Napoletano
Year: 2024/2025

Tab. 3

EducationMaster’s degree

Where: Czech Technical University, Prague
When: 22-27 July 2024
Topic: Computer vision, lectures and hands-on sessions

Tab. 4

Summer schoolVision and Sports Summer School

Imaging: CT, mammography, microscopy
Signals: EEG
Text: Clinical reports, LLM extraction

Tab. 5

Focus areasWhere I have worked

Models: Python, PyTorch, scikit-learn
Images: 3D volumes, NIfTI, HU windowing
Platforms: TypeScript, PostgreSQL, Kubernetes, AWS

Tab. 6

ToolsDay-to-day stack

I build AI and productsthat work in hospitals.

Now

Focus

Education

Summer school

Tools