GMP Batch Record Automation
Software for digitizing batch records in a regulated pharmaceutical environment: elimination of paper records, production time traceability, and readiness for ML data analysis.
Available for collaborations · Milan & Remote
I turn manual processes into automated, traceable systems, even in regulated environments.
An engineering approach with a clear vision: if a problem can be digitized, I digitize it.
I'm a developer specialized in industrial automation and machine learning. I started programming as a self-taught teenager in high school and, after three years working as a receptionist, I chose to turn this passion into a career, formalizing my technical path at ITS Rizzoli.
I now work as a freelancer on process automation and systems integration, collaborating with software houses such as Axona. My most recent project is the digitalisation of batch records for AM Instruments, in a regulated pharmaceutical environment.
Having personally run a commercial operation on marketplaces like Amazon and eBay (data analysis, logistics, suppliers), I bring to automation a perspective focused on business outcomes, not just the technical side.
Software for digitizing batch records in a regulated pharmaceutical environment: elimination of paper records, production time traceability, and readiness for ML data analysis.
Requests from WhatsApp, the website form and the mailbox land in a single list, classified and already checked against staff availability and stock. The reply is drafted; sending stays with a person at the practice.
Full-stack platform for organising events: listings, authentication and live dashboards. Bookings are handled by a custom availability engine built from scratch, which calculates availability in real time, handles changes and cancellations, and prevents overlaps.
U-Net model with skip connections trained in PyTorch on CelebAMask-HQ for pixel-level face segmentation. Trained on cloud GPUs via RunPod.
20/04/2026 - 30/07/2026
AM Instruments SRL
Digitalisation of batch records in a regulated pharmaceutical environment: paper eliminated, production times traceable, and the groundwork laid for ML data analysis. Design of the automation logic; completion time reduced by more than 50%.
02/07/2026 - Present
Axona SRL
Freelance collaboration with the software house on development and maintenance of client solutions. Creation and maintenance of management systems, web applications, and software for industrial and commercial process automation.
From this October · 15/10/2026 - 15/07/2028
ITS ACADEMY ANGELO RIZZOLI - Milan
Two-year advanced technical training program in AI & Machine Learning: development of intelligent systems, MLOps, and integration into production environments.
10/10/2025 - 30/07/2026
ITS ACADEMY ANGELO RIZZOLI - Milan
Specialization in AI programming techniques, machine learning, and intelligent systems integration for Industry 5.0. Technical foundation formalized in PyTorch, computer vision, and Transformer architectures.
I'm available to work remotely, and on-site in the Milan area. Open to freelance collaborations, project-based or ongoing.