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Creations

Platforms, Tools, Suites created by me or in collaboration with other members of teams I have worked with

XAI Suite and Evidence-based AI validation tools

A cross-domain workbench for building, explaining and — critically — validating AI models before anyone trusts them. It couples model development with explainability outputs and ...

Explainable AI Suite for Nuclear Medicine

An end-to-end environment for developing and interrogating deep learning models on nuclear medicine and radiological images. It handles study import, model training and inference, and ...

Explainable AI Suite for Ophthalmic disease screening

A screening-oriented version of the suite, adapted to ophthalmic imaging. It supports automated detection of ocular disease from retinal images, presents case-level explanation maps alongside ...

Air Quality Sensor AI-assisted Calibration Suite

A dedicated tool for turning raw low-cost sensor output into reference-comparable data. It ingests sensor and co-located reference measurements, applies machine-learning correction models on top ...

Smart Air Quality 2xPlus

The current generation of the Smart Air Quality platform, extending measurement into forecasting. Alongside real-time monitoring, it produces short-term pollutant predictions from the network’s own ...

Smart Air Quality Plus

The intermediate generation of the platform: a consolidated monitoring system combining multi-pollutant low-cost sensing, automatic correction of the raw signals, and continuous delivery of quality-checked ...

ENSENSIA mini

The compact member of the ENSENSIA family — a smaller, lower-cost and easier-to-deploy unit built for dense placement and indoor or personal-scale use, while remaining ...

ENSENSIA

The flagship air quality monitoring node and the commercial face of the work. A self-contained multi-pollutant station that measures, corrects and transmits continuously, integrating sensing ...

Smart Air Quality Ecosystem

The overall architecture that ties the individual pieces together: sensing nodes in the field, ingestion and storage, correction and modelling services, and the user-facing dashboards ...

Device Management

The administrative backbone of the network. A single interface for registering devices, tracking their configuration, location and health, and spotting units that have gone silent ...

Sensor System Dashboard

The main monitoring interface: live and historical pollutant readings, per-device time series, comparison between units, and export of the underlying data. Built so that both ...

Sensor System Studio of Experiments

An analysis environment sitting on top of the stored data. It lets the user define experiments over selected devices and time windows, apply and compare ...

Air Quality Station Map

A geographic view of the monitoring network. Every station appears at its actual location with its latest status and readings, and can be opened directly ...

Air Quality Map

Made in the framework of the project PANSEN. A spatially continuous view of air pollution, produced by interpolating the network’s measurements into a heatmap over ...
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