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Sergio Rivera's Projects

autogrid icon autogrid

A Java module for Cellular Automata simulations

bayesian-crutch-geometries icon bayesian-crutch-geometries

This repository presents our research on optimizing crutch designs using Gaussian Processes (GPs) and Bayesian Optimization (BO). We introduce a novel loss function that blends subjective (pain, instability, effort) and objective measures, leading to a personalized, more efficient, and comfortable crutch design.

ct2ct icon ct2ct

Resolution Augmentation of Computed Tomography (CT) Scans using Pix2Pix Models and Conditional GANs.

device-friendly-private-gan icon device-friendly-private-gan

This repository showcases my research on enhancing synthetic data generation through Device-Friendly Privacy-Preserving Generative Adversarial Networks (GANs). Combining GAN Slimming (GS) for model compression with Differential Privacy (DP) for data security.

l361-federated-learning icon l361-federated-learning

This repository contains the course materials for the L361 Federated Learning: Theory and Practice course at the University of Cambridge.

physicssimulator icon physicssimulator

A real-time physics simulator made in Unity in the style of the Half-life series

portfolio icon portfolio

My own personal developer portfolio built using the MERN stack.

py4at icon py4at

Jupyter Notebooks and code for the book Python for Algorithmic Trading (O'Reilly) by Yves Hilpisch.

sigma icon sigma

Undergraduate Thesis on Synthetic Image Generation and Scalable Inference.

url-shortener icon url-shortener

A simple self-contained URL shortener service written in TypeScript using Next.js, Prisma and React Query.

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