About me

I'm a passionate researcher in the field of Chemistry and Artificial Intelligence, where I try to solve problems in chemistry with the help of AI tools. The problems that most interest me are in experimental chemistry, where we can leverage AI to guide and accelerate the exploration of the chemical space.

My research focuses on the development and application of Language Models to tackle common day-to-day problems from chemists. From improving accessibility to computational tools, to fully automating synthesis pipelines, or guiding experimentation towards promising conditions, my goal is to accelerate the discovery of new molecules and materials to tackle important global problems.

What i'm doing

  • design icon

    PhD Student @ EPFL

    Solving real chemistry problems with LLM-based systems.
    Synthesis | automation | catalysis.

  • Photography icon

    Photography

    I enjoy taking pictures of nature, capturing the beauty of the world around me through photography.

News

  • May 2024

    ChemCrow was published in Nature Machine Intelligence.

    Check out the paper

  • May 2023

    Paper accepted to Communications Chemistry.

    Check out the paper



  • Affiliations

    Resume

    Education

    1. PhD Student - EPFL

      2022 - Ongoing

      Solving real chemistry problems with LLM-based systems.
      PhD Advisor: Prof. Philippe Schwaller

    2. Max Planck Institute for Mathematics in the Sciences

      2022

      Intern. Mathematical chemistry and data-driven history of chemistry.

    3. University of Rochester

      2021

      i-Scholar fellowship.
      Prediction of mutation effects in proteins with protein LLMs.
      Advisor: Prof. Andrew White

    4. Universidad de Antioquia

      2016 — 2022

      BSc. Chemistry

    Languages

    • English
      100%
    • Spanish
      100%
    • German
      60%
    • French
      40%

    Contact

    Contact Form