Hello! I am Pedro J. Buigues, a 4th Year PhD Student at University College London (UCL) in the Rosta group. Bachelor’s in Biotechnology, Master’s in Advanced Molecular and Therapeutic Biotechonology. Studies about enhanced sampling methods for molecular dynamics simulations applying machine learning.
Experienced with Python coding/scripting as well as running jobs on HPC, also running trajectories on molecular dynamics (MD) packages (NAMD, AMBER, GROMACS, OPENMM, etc.), Machine Learning libraries (tensorflow, sklearn, pytorch) as well as MD analysis packages and Pymol/VMD. A bit of Matlab experience and profound in bash/Linux.
Awarded with the Fundamentals of Deep Learning certificate by the NVIDIA Deep Learning Institute.
Experience deploying ML models (MLP, LSTM, CNN, GBDT, etc.)
✨ Interested in Artificial Intelligence, Drug Discovery and Bioinformatics.
📚 I'm currently doing a PhD in Computational Biophysics
🎯 Goals: I would like to work on AI-mediated drug discovery on both developing methodology and application.
🎲 Fun fact: I enjoy musicals and did 3 years of drama during high-school. I also signed in a school choir for 3 years.
Profile views
