Hi, my name is Giorgia Carboni

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Projects I'm working on:

Master Thesis: High-Fidelity 3D Gaussian Splatting (Python/C++)
In Progress. Developing a framework for High-Fidelity generation from SfM (COLMAP) on consumer hardware. Focusing on kernel optimization for real-time rasterization, volumetric rendering efficiency, and temporal super-sampling for dynamic scenes.

GPU-Based Ray-Casting of Quadratic Surfaces (C++/OpenGL/GLSL)
In Progress. Collaborative academic project implementing per-pixel ray-casting for quadratic primitives via a programmable GPU pipeline. Bypasses standard tessellation by solving homogeneous intersection equations directly in the fragment shader to optimize rendering workloads.

Video Frame Interpolation & Upsampling (C++/Python)
Working on frame interpolation and resolution upsampling for custom videos, leveraging Nvidia DLSS (RTX 4090), optical flow, and NVOFA FRUC.

Meta Quest Simulation (Unity/C#)
Currently developing a VR simulation to practice and explore Meta Quest libraries within the Unity engine.

Past Projects:

Tree Predictor for binary classification (Python)
Implemented a tree predictor from scratch using Gini index/entropy, applied to classify poisonous mushrooms.

Ping Pong AI (C#)
Developed an AI agent using Unity's ML-Agents toolkit to learn Ping Pong via reinforcement learning.

Atrial Fibrillation Detector (Python)
Implemented a low-complexity algorithm for AF detection by applying signal preprocessing techniques to ECG data.

Point cloud acquisition using sensor (C++)
Implemented a custom C++ application to acquire and process point cloud data using the Occipital Structure Core sensor.