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jhyang13/README.md

Hi, I'm Jiahui!

Building AI-Powered Products and Sharing Knowledge to Help!!!

Undergrad Graduate Graduate Graduate

📱 Linkedin

  • 🔭 I am currently pursuing a PhD in the Electrical & Computer Engineering Department at the Duke University.
  • 🌱 My areas of interest encompass computational materials science, AI for scientific applications, DS, SDE, MLE, and future computing hardware.
  • 😊 Adaptable, Open-minded & Self-Motivated
  • ☀️ Life is a journey of discovery and adventure, always embracing new things and challenges : )
  • ⚡ I am actively seeking opportunities for research assistantships and internships in the fields of computational materials science, AI for scientific applications, DS, SDE, MLE, and future computing hardware.

Skills

  • Programming & Scripting Languages: Python, HTML, CSS, JavaScript, Bootstrap, Java, C/C++, SQL, Bash, Power Shell, VBA scripting
  • Python Libraries: NumPy, Pandas, Matplotlib, Seaborn, APIs, scikit-learn, TensorFlow, Keras, PyTorch
  • Machine Learning: Hypothesis Testing, Regression Analysis, Classification, Clustering, Reinforcement Learning, Deep Learning, LLMs
  • Database Management: MySQL, PostgreSQL, MongoDB
  • Other Tools & Platforms: Microsoft Excel, Tableau, Jupyter, Google Colab, Anaconda, Spyder, AWS (S3, EC2, RDS), Docker, Hadoop
  • Certifications: Data Analyst Professional Certificate, IBM || Data Science Professional Certificate, IBM || AI Developer Professional Certificate, IBM || Full-Stack Software Developer Professional Certificate, IBM

Professional Experience

Visiting Graduate Student, Duke University, Jun 2024 – Now

  • Enhanced the MaterialsMine web-based platform using HTML, CSS, JavaScript and Django to integrate extensive experimental and computational data on polymer nanocomposite materials, improving data visualization and user interface.
  • Built and maintained a comprehensive materials database using MongoDB by curating critical processing-structure-property (p-s-p) parameters from academic literature and lab-generated data. Developed Python-based scripts and leveraged LLMs to automate the conversion of XSD, XML, YAML, and JSON files from various input formats provided by collaborators, significantly improving data curation efficiency and ensuring database accuracy.

Pinned Loading

  1. materialsmine materialsmine Public

    Forked from Duke-MatSci/materialsmine

    MaterialsMine App

    JavaScript

  2. Python-Deep-Learning-Charity-Funding-Prediction Python-Deep-Learning-Charity-Funding-Prediction Public

    Jiahui's homework for Module 21

    Jupyter Notebook

  3. Python-Credit-Risk-Classification Python-Credit-Risk-Classification Public

    Jiahui's homework for Module 20

    Jupyter Notebook

  4. Python-Crypto-Clustering-Analysis Python-Crypto-Clustering-Analysis Public

    Jiahui's homework for Module 19

    Jupyter Notebook

  5. e-plantShopping e-plantShopping Public

    Forked from ibm-developer-skills-network/e-plantShopping

    e-plantShopping

    JavaScript