Code
A complete index of my current public repositories across research, teaching, programming, data science, artificial intelligence, mathematics, computational physics, and creative work. Selected complete projects are presented separately on Projects.
Algorithms (algorithms)
Collection of algorithm implementations, computational structures, and classic programming problems, organized for study, reference, and experimentation.
Brownian Thoughts (brownian_thoughts)
github.com/ozsp12/brownian_thoughts
Repository for the Brownian Thoughts YouTube channel, with supporting material for videos on physics, mathematics, data science, artificial intelligence, and related topics.
Coin Paradox (coinparadox)
Computational resources and materials associated with the coin paradox, roulette curves, and Aristotle's wheel paradox.
Computational Physics (computational_physics)
github.com/ozsp12/computational_physics
Notebooks, code, and simulations for computational-physics problems, numerical methods, dynamical systems, differential equations, and scientific modelling.
Entropy FM (entropy_fm)
Creative archive for an experimental AI-generated music project, including songs, artwork, audiovisual assets, and production material.
LSTM for the Win (lstm_for_the_win)
github.com/ozsp12/lstm_for_the_win
LSTM-based text-classification pipeline for product reviews, with independent models for sentiment and product topic and a live results dashboard.
MBA USP ESALQ (mba_usp_esalq)
github.com/ozsp12/mba_usp_esalq
Projects, code, and materials produced during the MBA in Big Data and Analytics at ESALQ-USP, including applications of statistics, data science, and machine learning.
Number Types (number_types)
github.com/ozsp12/number_types
Implementations and experiments involving numeric types, number representations, computational classes, and mathematical operations.
Oz YouTube (oz_youtube)
Repository of production assets and supporting material for videos published on the Oz YouTube channel.
Personal Website (ozsp12.github.io)
github.com/ozsp12/ozsp12.github.io
Source code of this personal and academic website, including the bilingual static-site generator, validation tools, and GitHub Pages deployment.
Physics Animations (physics_anim)
github.com/ozsp12/physics_anim
Computational animations and visual experiments for physics concepts and scientific communication.
Programming Introduction (programacao_introducao)
github.com/ozsp12/programacao_introducao
Introductory programming materials, exercises, examples, and computational notebooks for teaching and study.
Quantum Computing (quantum_computing)
github.com/ozsp12/quantum_computing
Code, notebooks, and study material on quantum computing, quantum information, circuits, algorithms, and simulation.
Stack Analysis (stack_analysis)
github.com/ozsp12/stack_analysis
Investigative data-analysis project on Stack Overflow activity, focused on understanding the decline in newly posted questions.
Water Density Physics Experiment (water_density_physexp)
github.com/ozsp12/water_density_physexp
Computational and experimental material for estimating water density using a metal rod and a water container.