dacarlin - Overview

Hi 👋 I'm Alex and I work at the intersection of biology and AI

  • PhD work advancing ML for protein design in 2017 📖
  • 6 years at Ginkgo Bioworks 🌱 where I designed millions of proteins with AI 🤖
  • I've designed more synthetic DNA than anyone on Earth 🧬
  • Currently a research scientist at EvolutionaryScale 📈

Please feel free to send me an email! 📫

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  1. Video lecture series on building generative ML models for protein sequences from scratch

    Jupyter Notebook 10 1

  2. Forked from louaaron/Score-Entropy-Discrete-Diffusion

    Based on: Lou+ [ICML 2024 Best Paper] Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution (https://arxiv.org/abs/2310.16834)

    Python 6 1

  3. Protein design using graph attention networks (GATs)

    Python 6

  4. Use generative ML to design new proteins using this simple, hackable implementation of protein transformer models

    Python 9

  5. AI-powered cribbage for your command line

    Python 1 3

  6. Fast and friendly tools for protein design

    Rust 4 1