100 hours of AI training where every department left with something that works
Manufacturer of dehumidification and air treatment systems (HVAC)·Manufacturing SME·AI training — general + per functional area
ABOUT
Most consultants work on a single layer: the engineer who doesn't read regulations, the lawyer who has never seen firmware, the trainer who has never shipped a product. The result is familiar: disconnected pieces that someone in your company — usually you — has to hold together.
I work at the intersection. I'm a telecommunications engineer with an MBA. I founded and led a medical device startup for eight years, taking it from prototype to FDA 510(k) and CE certification. Today I work on AI, cybersecurity and EU regulation applied to industrial products.
I don't write documentation for audits. I help people who design and decide to integrate regulatory requirements and security into product decisions — architecture, development, roadmap — because that's where compliance is actually built.


HOW I WORK
The endpoint isn't the document that satisfies the auditor. It's the product decision made knowingly: which architecture, which supplier, which roadmap priority.
Late compliance always costs more. It's not a prediction — it's what I see in every project. That's why I work with R&D teams at design time, not on a finished product.
I speak both and translate one into the other: to the board I bring measurable risks and returns, to designers applicable requirements. No academic jargon in between.
PATH
I've written code, designed architectures, managed FDA audits, raised capital and negotiated with distributors. This sequence isn't common — and it's exactly what it takes to translate a regulation into a design choice.
AI roadmap and governance, ISA/IEC 62443 assessments, gap analysis and CRA and RED compliance paths for manufacturers of embedded systems and Industrial IoT. Training for R&D, IT and management teams.
AI/MedTech startup for the intelligent analysis of clinical eye images.
Product Manager of ToloMEO, a fleet-management platform with industrial IoT, edge AI and embedded cybersecurity. Security architectures for connected devices (CRA, RED, IEC 62443). WP Leader in the European project Prometeus (EIC Pathfinder).
Smartphone-based medical devices for ophthalmic diagnostics, from prototype to global commercialization: FDA 510(k), CE Mark, over €1.5M raised between VC and Horizon 2020. ISO 13485 quality system, regulatory audits, validation of software and AI systems.
Complex systems for healthcare, industry and energy: distributed software architectures, IoT platforms, coordination of multidisciplinary hardware, software and safety teams.
WORK
Manufacturer of dehumidification and air treatment systems (HVAC)·Manufacturing SME·AI training — general + per functional area
Manufacturer of automation cells for sheet-metal processing·Manufacturing SME·CRA + IEC 62443 pre-analysis in the context of the Machinery Regulation
CERTIFICATIONS AND EDUCATION
COMMITTEES AND APPOINTMENTS
Scientific publications on computer vision and medical image analysis → Google Scholar
IN THE PRESS
Press coverage and recognition from my entrepreneurial track record: D-EYE, the smartphone-based ophthalmic medical device that won the Gaetano Marzotto Award in 2017.
A free 45-minute call: we map your actual regulatory exposure and you leave with a written summary and a recommended direction. If I'm not the right person, I'll tell you.
Book the Regulatory SparkOr find me on LinkedIn