Hello, I'm Humberto
Software Engineering
& Computational Modeling
I build software systems and explore simulation, scientific computing, machine learning and data-driven methods.
Simulation · Scientific Computing · Machine Learning
About
I’m interested in building software to model, simulate and understand complex systems.
I’m an undergraduate student in my eighth semester at Universidad del Norte. Curious by nature, I’m drawn to the intersection of software engineering, computational modeling, scientific computing, and machine learning.
I enjoy exploring how algorithms, mathematical models and software can be combined to turn ideas into computational experiments.
Selected Projects
Modeling & Simulation
SPH Fluid Simulation
A real-time 2D fluid simulation using Smoothed Particle Hydrodynamics, a sorted uniform-grid neighbor lookup and OpenMP-parallel particle updates for density, pressure and collision response.
Modeling & Simulation
Physics & Simulation Engine
A custom C++20 runtime for interactive 2D simulations, with fixed-timestep physics, batched line/rectangle/circle rendering, an editor camera and ImGui controls for live debugging.
Software Engineering
Microservices Platform
A distributed software platform exploring microservice architecture, service communication and scalable application design.
Machine Learning
Neural Network Playground
An interactive environment for exploring neural networks and their behavior through visual experimentation.
Skills
Software Development
C++ · Java · JavaScript / TypeScript · Python · R
Scientific Computing
Numerical Methods · Simulation · MPI · Computational Modeling
Machine Learning
Neural Networks · Optimization · Gradient Descent · Data Analysis
Tools & Infrastructure
Git · GitHub · Docker · Linux · GitHub Actions
Contact
Interested in software, simulation or computational modeling?
Feel free to reach out if you'd like to discuss a project, research idea or collaboration.