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DinhLongHuynh/README.md

Hi there, I'm Dinh Long Huynh! 👋

🚀 About Me

I am on my way to become an AI engineer in Drug Discovery Domain. My passion lies in the intersection of Drug Discovery Modelling, Artificial Intelligence, and Computational Chemistry. I specialize in implementing Agentic AI and applying Explainability Techniques to ML Models to interpret molecular predictions, making AI-driven drug discovery more transparent and trustworthy. I am fascinated by how molecules and data can have a massive impact on human health.

🔬 Research & Work Interests

  • Agentic AI: Implementing autonomous system using agentic AI to accelerate drug discovery.
  • Interpretable AI for Drug Discovery: Applying LRP and other techniques to explain GNN-based models in the context of medicinal chemistry
  • PK-PD Modeling & Simulation: Building PKPD pipeline to enhance automation.
  • Cheminformatics & Computational Chemistry: Working with molecular fingerprints, docking, MD simulations, and structure-activity relationships (SAR).

📫 Connect with Me

🛠️ Tech Stack

  • Programming: Python, R, Bash, SQL
  • ML/AI: PyTorch, TensorFlow, scikit-learn, RayTune, LangChain, LangGraph
  • Cheminformatics: RDKit, Schrödinger Suite, Glide
  • PKPD Modeling: NONMEM and R-based PKPD tools
  • Tools & Workflow: Git, Docker, Linux, Jupyter Notebooks

🧑‍💻 Always open to discussions on AI, pharmacology, and computational modeling—let's connect!

Pinned Loading

  1. lrp_chemprop lrp_chemprop Public

    The implementation and strategy to apply Layer-wise Relevance Propagation to explain ChemProp model's prediction

    Jupyter Notebook 9

  2. PKPD-Simulation-Tools PKPD-Simulation-Tools Public

    PKPD SiAn Tools is the intuitive, user-friendly web application for PKPD simulation and analysis.

    Python 5