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ander-db - Overview

Hey there! 👋 I'm Ander

Deep Learning Engineer | MSc Artificial Intelligence

Building and researching foundational models with a focus on:
• Diffusion Models (DDPMs) •
• Transformers and Attention Mechanisms •
• Flow Matching •
• Surrogate Models •
• PINNs •
Currently exploring applications in particle accelerators, computer vision and materials generation.
Check out our current projects: Dones Flux, Nanomatia, Kimiko, and Green.

Let's Connect!

ander-dorado

Featured Projects

DDPMs for Astronomical Image Enhancement

DDPM Project

Transformers PyTorch Lightning

Transformer Project

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  1. This repository contains part of the source code of my Master's Thesis, featuring complete from-scratch implementations of both U-Net and Diffusion Model architectures using PyTorch Lightning

    Python 5

  2. 👋 This is my implementation of the Transformer architecture from scratch using PyTorch Lightning

    Python 2

  3. A very fast and low memory usage C++ automaton tokenizer that breaks an input string into a list of tokens looking at tabs, spaces, new lines, and detects special tokens like numbers, prces, person…

    C++ 1

  4. Personal Dotfiles for Neovim (based on NvChad) and Tmux

    Lua

  5. Personal project implementing the original ADAM optimization algorithm from scratch, as described in the original paper.

    Python