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groponp/README.md

👋 Hello, I'm Georcki Ropón-Palacios (@groponp)

Computational Biophysics Badge Structural Bioinformatics Badge Biological Data Sciences Badge

Research Programmer · Computational Biologist/Biophysicist
Bridging biomolecular physics, cell & molecular biology, biochemistry, and computer science


🧑‍💼 About Me

  • 🔬 Decode complex biological phenomena at molecular & cellular levels
  • 🧬 Design proteins, antibodies, vaccines & small molecules
  • ⚡ Automate and optimize scientific workflows for rapid discovery
  • 🦠 Unravel pathogen–host interactions at molecular and cellular scales

🔑 Key Areas

  • Biological Data Sciences: Python · R · SQL · pandas · SciPy · scikit-learn
  • Structural Bioinformatics: AlphaFold · ColabFold · Boltz-1 · ProteinMPNN · Rosetta
  • Computational Biophysics: WT-MetaD · OPES · GaMD · ABF/eABF · Umbrella Sampling · FEP

🚀 Core Expertise

Domain Tools & Technologies
Molecular Simulations GROMACS · NAMD · AMBER · CHARMM · PLUMED · OpenMM
Enhanced Sampling & Free Energy WT-MetaD · eABF/ABF · Umbrella Sampling · OPES · GaMD · FEP
Scientific Programming & HPC Python · Fortran · Bash · Snakemake · Nextflow · Dask · MPI · SLURM · Apptainer · Docker
Structure Prediction & Design AlphaFold2/3 · ColabFold · Boltz-1 · ProteinMPNN · RFDifussion
Data Science & Analysis MDAnalysis · mdtraj · pytraj · pandas · NumPy · SciPy · scikit-learn
Visualization PyMOL · ChimeraX · VMD · matplotlib · Plotly
Cloud & Networking AWS

🌟 Featured Projects

  • FEMWgen: Automated window generation for eABF/ABF & Umbrella Sampling, accelerating free-energy workflows.
  • MSTBx: Toolbox for rapid system preparation: molecular dynamics setups, free-energy calculations, and method switching with Slurm integration.
  • CompBiology-Biophysics: End-to-end pipelines for MD analysis, free-energy estimation, and reproducible research.
  • Jarzynski: Non-equilibrium MD implementations to compute PMFs & binding free energies using the Jarzynski Equality.

🚀 Browse all repositories: github.com/groponp


📚 Top Publications

  1. Potential novel inhibitors against emerging zoonotic pathogen Nipah virus: a virtual screening & MD approach
    Journal of Biomolecular Structure and Dynamics 38(11), 3225–3234 (2020)
  2. Novel multi-epitope protein vaccine candidate for Leishmania species: immunoinformatics & MD
    Computational Biology and Chemistry 83, 107157 (2019)
  3. In silico inhibitory activity of C. rotundus phytomolecules against VacA
    Journal of Biomolecular Structure and Dynamics 41(20), 10713–10724 (2023)
  4. Virtual screening & MD of natural inhibitors for serine/threonine kinase 16
    Molecular Diversity (2024) · 7 citations

Citations: 56 · h-index: 5 · i10-index: 1


🤝 Collaborations & Opportunities

Open to collaborations with:

  • 💊 Pharma & Biotech: drug design, lead optimization, vaccine development
  • 🧪 Academic & Industrial Research Groups: computational/theoretical biophysics, systems biology
  • 🤖 Interdisciplinary Teams: combining physics, biology, AI & data science

📬 Let's Connect


🌟 "Building computational tools to explore molecular and cellular complexity and drive therapeutic discovery." 🌟

Pinned Loading

  1. CompBiology-Biophysics CompBiology-Biophysics Public

    It's an general repository containing multiple script for several task into computational biophysics or biology.

    Python 10 7

  2. Jarzynski Jarzynski Public

    Repository where found code to calculate PMF and Kd from Non-equilibrium MD using Jarzynski Equality

    Python 1 1

  3. FEMWgen FEMWgen Public

    It repo have code called FEMWgen: A computational tool to generate multiple windows for free-energy calculations

    Python 2

  4. MSTBx MSTBx Public

    MSTBx: Molecular Simulação ToolBox

    Python 2 2