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  • Beijing, China

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lrz8023nolan/README.md

Hi there, 👋 I'm Nolan

An AI algorithm engineer working on deep learning for drug discovery and analytical chemistry.


🙋 About Me

I'm an AI algorithm engineer at a top2 CRO company, Beijing, China, building data science and deep learning pipelines for chemistry, biology and new drug discovery, mainly in HPLC/LC-MS. I hold an M.Sc. in Biomolecular Engineering and Health Informatics from HKUST (Hong Kong University of Science and Technology) and a B.Sc. from NWAFU, China. Actually, when I was an undergraduate, my major was biological science and focused on CRISPR/Cas gene editting technology.

My current work focuses on automating liquid chromatography QC analysis — parsing instrument raw data, training deep learning models for peak-level and sample-level release decisions, and integrating multi-detector signals (PDA / ELSD / MS) into a single decision workflow.

Skills: Machine Learning | Deep Learning | Cheminformatics | LLM Applications

  • 🔭 I'm currently working on LC-QC automation and multi-detector signal integration.
  • 👯 I'm looking to collaborate on AI/ML projects in chemistry, biology and healthcare.
  • 🤔 I'm looking for help with model interpretability and reproducible ML pipelines.
  • 📫 How to reach me: GitHub | LinkedIn | Email
  • ⚡ Fun fact: I enjoy taking messy lab data and turning it into something a model can reason about.

🌐 Socials

GitHub LinkedIn Email

💻 Tech Stack

Python PyTorch TensorFlow Keras OpenCV Jupyter Anaconda RDKit Docker Linux MySQL FastAPI Streamlit LaTeX

📊 GitHub Stats




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