I'm a Machine Learning Engineer focused on evolutionary computation and neural network architectures. My work explores specialized solutions like monotonic and ordinal neural networks.

• Exo Run your own AI cluster at home with everyday devices

• VSCode Yes. The IDE.

• DLpy: An educational deep learning library with interactive notebooks exploring neural network fundamentals, PyTorch inspired
• DitheringApp: A web application for image dithering offering various algorithms and custom palette options
• pyevo: A Python library for evolutionary algorithms and genetic programming with visual examples of how can we use them
• Research on grammatical evolution for imbalanced classification problems
• Exploring monotonic constraints in Neural Networks

• Neural Network Architecture Design
• Constrained supervised Learning
• Semi/Unsupervised Learning Approaches
• Evolutionary Algorithms & Metaheuristics for Optimization
• Large Language Models

I write about investing in cyclical industries at Zero GCoS, focusing on:

• E&P Companies
• Shipping Industry
• Energy Markets
• Commodity Cycles

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• Blog