AI Lead @ MYWAI. Applied AI across certified welding, underwater inspection and industrial process control, from edge data capture to cloud inference.
Electronic engineering background (MSc, University of Genoa, 110/110 cum laude), nearly six years in applied AI, from a master's thesis on industrial anomaly detection at Tenova to leading the AI component of a publicly funded research consortium.
Most of it lives inside publicly funded research projects and consortium codebases, so it isn't on GitHub. Short version:
- NEPTUNE (RAISE Liguria, NextGenerationEU/PNRR). I coordinate the AI vertical of a six-partner consortium and designed and built the NEPTUNE 5D Twins Studio, the platform's 3D viewer: seabed reconstruction via 3D Gaussian Splatting, vehicle trajectories, and probabilistic estimation of environmental fields from sparse probe measurements using Gaussian Process Regression. Vue + Three.js front end, Python/FastAPI back end. Also NEMO, the conversational mission-planning agent.
- WELDWAISE (PR FESR Liguria, Polo EASS): agentic AI for certified welding. I built the multimodal retrieval system over welding events: per-modality encoders, temporal alignment across heterogeneous sampling rates, indexed in Qdrant. I also worked on the welding assistant itself: a voice interface over a locally hosted LLM, so no process data leaves the plant, with a real-time ML pipeline over machine and IMU streams.
First author on two papers at ASME Turbo Expo, on learned representations of 3D turbomachinery geometries (autoencoders and PointNet replacing manual parameterisation):
- Advantages of Machine Learning Methods in Aerodynamic Blade Optimization, ASME Turbo Expo 2023 · 10.1115/GT2023-102481
- Rotor37 Aerodynamic Optimization: A Machine Learning Approach, ASME Turbo Expo 2022 · 10.1115/GT2022-83063
Small Python tools, two of them packaged and published to PyPI. Not my AI work, but a fair sample of how I write and release code.
Python PyTorch FastAPI LLM & agents (agno, Flowise) Qdrant Gaussian Splatting
Three.js Docker Azure Pipelines / ACR / ACA MQTT OPC UA