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giorgio0420/README.md

Hi, I'm Giorgio ๐Ÿ‘‹

typing banner


๐Ÿงญ the short version

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.)

๐Ÿ› ๏ธ currently building

  • ๐Ÿฆพ Impedance control for a teleoperated ultrasound probe on a 7-DOF KUKA LBR iiwa (Python / CoppeliaSim)
  • ๐Ÿ›ฉ๏ธ LPV-MPC for an underactuated hexarotor (ROS 2 / Gazebo) โ€” fighting ZMP dynamics one Riccati equation at a time
  • ๐Ÿ›ฐ๏ธ Swin Transformer / U-Net segmentation on satellite imagery, pretrained with SatMAE++
  • ๐Ÿ—ž๏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.

๐Ÿงฐ tech stack

giorgio0420's streak

๐Ÿ my contributions, eaten by a snake

a snake eating my GitHub contribution graph

(shows up empty until the workflow below has run once โ€” see setup notes)

๐Ÿ“Œ a few favorites

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

๐Ÿ“ซ reach me

๐Ÿ“ง desantisgiorgio20@gmail.com ย |ย  ๐ŸŒ Rome, Italy

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  1. Dental-Imagery-Generation-Segmentation-CV Dental-Imagery-Generation-Segmentation-CV Public

    Forked from robertopassante/Computer-Vision-Project

    Computer Vision Project - Deep learning pipeline for the synthetic generation and semantic segmentation of dental imagery

    Jupyter Notebook

  2. Drone-UAV-Obstacle-Avoidance Drone-UAV-Obstacle-Avoidance Public

    Forked from BarbettaFrancesco/UAV_Obstacle_Avoidance_Vortex_Field

    UAV obstacle avoidance using vortex vector fields for safe and smooth autonomous navigation in cluttered environments

    Python

  3. KUKA-iiwa-Obstacle-Avoidance KUKA-iiwa-Obstacle-Avoidance Public

    Null-space obstacle avoidance and Cartesian trajectory tracking for redundant manipulators using MATLAB and CoppeliaSim

    MATLAB 1

  4. RemoteSensing-Segmentation-NN RemoteSensing-Segmentation-NN Public

    deep learning for high-resolution semantic land-cover segmentation, featuring UNet and Swin Transformer architectures initialized with SatMAE++ pretrained models.

    Python 1

  5. computational-physics-lab computational-physics-lab Public

    Rossler attractor, random walks, percolation and a lattice gas, written in plain C for a university lab course. 'make check' recomputes the numbers in the original report and fails if they have driโ€ฆ

    C