Gabriele Chibbaro — designing systems that scale with the business, one module at a time.
Finance · medical AI · system integrations. Turin, Italy — also remote.
Systems that grow with you
Financial software, medical AI and modular business suites that scale as your business does.
Software & AI Solutions Architect
Gabriele
Chibbaro.
I design and build software for finance and healthcare — custom, or integrated with what already runs — and care most about the part where it has to keep working.
Status
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Local time · Turin
Available for projects
Core stack
- .NET
- Python
- PyTorch
- Odoo
- Docker
- PostgreSQL
Six fronts, one architect
From system design to AI models: the work I get called in for.
Areas of work
Architecture
Systems that grow with the business
Modular architectures with bounded contexts that match how the business actually works, and contracts that let teams and modules evolve on their own. The architecture that carries the first customer should be the one that carries the hundredth.
Tools for this
- .NET
- C#
- PostgreSQL
- RabbitMQ
- Docker
- TypeScript
Usually called in for
- A product that served ten customers and breaks at a hundred
- A monolith nobody dares to touch
- Teams whose release cadences have started to collide
- Integrations that grew one script at a time
Sounds like your problem?
The first conversation costs nothing.
Certification title
IssuerTo be added
On the record
An Italian patent as co-inventor, a technical diploma, a degree underway, and more to come.
1 patent1 diplomadegree underwayEnglish B2
Certification title
IssuerTo be added
Certification title
IssuerTo be added
Certification title
IssuerTo be added
From ledgers to MRI scans
Finance software, teaching, medical AI and independent architecture: one thread since 2021.
12/2021 — 05/2023
Junior Full-Stack Developer
Tecnos Group S.r.l.
Started as a dual apprentice while still at school: client projects on .NET Framework, SQL Server and AngularJS alongside the company's software lead, with design work from the second year.
03/2022 — 11/2024
Tutor & Trainer
I.T.T.S. Carlo Grassi, Turin
Embedded programming and robotics for classes of dozens of students, plus R&D projects and advanced classes aimed at national fairs and competitions. Shown at Maker Faire Torino 2022: a sentinel drone for the Sermig greenhouses and Berry, a 3D-printed robot dog.
05/2023 — today
Full-Stack Developer & Software Designer
Tecnos Group S.r.l.
In charge of Odoo 18 development and integrations. Built an ML.NET model that recognises bank movements by type and branch from their description — in production since 2023, batches down from hours to minutes — and a modular interoperability kit for SDI, the Italian Revenue Agency's e-invoicing exchange.
09/2023 — today
Software & AI Solutions Architect and Full-Stack Developer
Independent consultant · freelance
Turning a need into working software: problem analysis, architecture and, when it helps, the build itself. Custom software or integration with what is already running — Odoo and other ERPs — with project management through delivery.
09/2023 — 11/2025
Software Developer & ML Engineer
Aigon Health (ex Gate To Brain)
A cross-language, cross-framework framework that takes medical AI from research to industrial software, and 3D CNNs for Alzheimer's diagnosis from volumetric MRI. Co-inventor of an Italian patent, filed with UIBM in November 2025.
Today
Building Leaf
Own products
My flagship, in development: a modular management suite for Italian SMEs where each company turns on only the modules it needs. Glide, its case and workflow module, grows with it; Rotor, already in production, will merge in as a module.
Proven in production
Only what I'd put in front of a paying client on Monday.
- C#
- .NET
- Python
- TypeScript
- Java
- Node.js
- FastAPI
- Blazor
- MAUI
- React
- Angular
- Astro
- Tailwind
- Flutter
- PyTorch
- TensorFlow
- ML.NET
- ONNX
- scikit-learn
- Pandas
- OpenCV
- PostgreSQL
- SQL Server
- MongoDB
- Docker
- Kubernetes
- RabbitMQ
- OpenTelemetry
- GitHub Actions
- Azure
- Odoo
Built, not pitched
Finance, healthcare, repair and maintenance: every project began as a real problem.
07
Projects
31
Technologies
03
Industries
- In development
Platform · 2024 — present
Leaf — Modular Management Suite for SMEs
A modular management suite for Italian SMEs, built as a .NET modular monolith: each company switches on only the modules it needs. My flagship product, which I intend to take to market.
- .NET 10
- PostgreSQL
- Docker
- RabbitMQ
- OpenTelemetry
Case studyPrivate repository 
Platform · 2025 — present
Glide — Cases & Workflows, a Leaf Module
A Leaf module that keeps cases and workflows in one place, even when the process follows no fixed path. Connectors observe and act, a pure engine decides, and nothing is ever confirmed by an API response.
- .NET 10
- PostgreSQL
- React
- TypeScript
- Docker
Case studyPrivate repository
Product · 2025 — present
IFinToo — Personal Finance, Two Clients
A free, live personal-finance app: one backend, a phone app and a desktop app sharing the same data, with device-level authentication and a mortgage simulator that answers the question people actually ask.
- .NET 10
- Blazor WASM
- MAUI
- PostgreSQL
- Docker
Product · 2024 — present
Rotor — Repair & Maintenance Management
The whole operation of workshops, body shops, major-repair offices and service centres in one system: intake, repairs, parts, insurers, invoicing and payments — replacing an obsolete workshop tool and the spreadsheets around it.
- .NET 9
- Blazor WASM
- PostgreSQL
- Docker
- Kubernetes
Case studyPrivate repository- Completed
AI & ML · 2023 — 2025
AI for Medical Imaging & Research
Convolutional networks for Alzheimer diagnosis and classification from 3D volumetric MRI, tumour classification fusing imaging with genomic data, and a cross-language, cross-framework framework that takes AI models from research to an industrialisable software product. Co-inventor of an Italian patent, filed with UIBM in November 2025.
- Python
- PyTorch
- TensorFlow
- ONNX
- 3D Slicer
Case studyPrivate repository - In production
AI & ML · 2023 — present
AI for Financial Reconciliation
Machine learning that recognises the type and branch of every bank movement from its description, to drive the closing of open items — built into the platform the operators already used, not into a tool beside it.
- .NET
- ML.NET
- Logistic regression
- SQL Server
- Feedback loop
Case studyPrivate repository
Grow without rewrites
The architecture that carries your first customer should carry your hundredth.
Step 01
Understand
The constraints, the systems already running, and what actually breaks — before a single line of design.
Step 02
Start small
One piece, in production, doing real work. Not a prototype and not a proof of concept.
Step 03
Grow in modules
Each module validated under real load before the next is added.
Step 04
Scale
The same architecture carries the hundredth customer. Growth stops meaning rewrite.
The fix belongs in the system
A correct answer in the wrong place is not an answer.
Research is finished when it runs
A model that only exists in a notebook has been described, not finished.
Trade-offs said out loud
Every architecture pays for what it buys. I tell you where the bill arrives.
Commit by commit
Most client work lives in private repos; this is what GitHub can show.
Gabriele Chibbaro@ChG4bbo
27 contributions in the last year
Outgrowing your system?
“Tell me where it breaks; we'll start with the smallest piece that matters.”