MindbazarResearch and engineering work in which mathematical models had to become observable, maintainable systems operating in the real world.
Applied AI / Healthcare
A locally deployed language-model system for classifying healthcare service requests across a specialized semantic taxonomy, supported by automated dataset generation and an observable MLOps pipeline.
Computer Vision / Research
A research prototype adapting pretrained vision models to ISIC, PH2 and DermNet datasets for clinician-reviewed melanoma-screening workflows.
Scientific Computing / Marine Systems
Operational software for a CNR research spin-off, spanning FFT-based sea-state estimation, oil-spill forecasting, AIS monitoring and deployment during Costa Concordia wreck-recovery operations.