Started in Electronic Engineering โ microcontrollers, DSP, circuits, a thesis on ML applied to electromagnetics. Somewhere along the way I noticed that a circuit and a robot arm both misbehave if you don't respect their dynamics โ so now I spend my time making manipulators, drones, and neural nets behave: impedance control, null-space obstacle avoidance, and transformer-based segmentation, mostly. (I also chase Ising models and Rรถssler attractors for fun โ old habits.)
- ๐ฆพ Impedance control for a teleoperated ultrasound probe on a 7-DOF KUKA LBR iiwa (Python / CoppeliaSim)
- ๐ฉ๏ธ LPV-MPC for an underactuated hexarotor (ROS 2 / Gazebo) โ fighting ZMP dynamics one Riccati equation at a time
- ๐ฐ๏ธ Swin Transformer / U-Net segmentation on satellite imagery, pretrained with SatMAE++
- ๐๏ธ Qultura โ my own daily content-curation pipeline: YouTube โ Whisper transcription on a cloud VM โ curated PWA digest, fully automated on a cron. Built solo because scrolling is a worse use of time than shipping.
(shows up empty until the workflow below has run once โ see setup notes)
| Repo | What it does |
|---|---|
KUKA-iiwa-Obstacle-Avoidance |
Null-space obstacle avoidance for a 7-DOF redundant manipulator |
RemoteSensing-Segmentation-NN |
U-Net & Swin Transformer land-cover segmentation, SatMAE++ pretrained |
Drone-UAV-Obstacle-Avoidance |
Vortex-vector-field navigation for UAVs |
qultura |
My own automated content-curation system, running daily |
๐ง desantisgiorgio20@gmail.com ย |ย ๐ Rome, Italy